学术论文 Papers

近年来,实验室共发表SCI国际期刊一百二十余篇,包括JCR一区论文十余篇、ACM汇刊与IEEE汇刊八十余篇、中国计算机学会推荐A类国际会议长文八十余篇。

2019

  • Yiyi Zhou, Rongrong Ji*, Xiaoshuai Sun, Jingsong Su, Deyu Meng, Yue Gao, Chunhua Shen.
    Plenty is Plague: Fine-Grained Learning for Visual Question Answering. [pdf] [code] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
    
    
    @inproceedings{PAMI: 19,
    
     Author={Yiyi Zhou, Rongrong Ji*, Xiaoshuai Sun, Jingsong Su, Deyu Meng, Yue Gao, and Chunhua Shen},
    
    Title={Plenty is Plague: Fine-Grained Learning for Visual Question Answering},
    
    Booktitle={IEEE Transactions on Pattern Analysis and Machine Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Rongrong Ji, Ke Li*, Yan Wang, Xiaoshuai Sun, Feng Guo, Xiaowei Guo, Yongjian Wu, Feiyue Huang, and Jiebo Luo.
    Semi-Supervised Adversarial Monocular Depth Estimation. [pdf] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
    
    
    @inproceedings{PAMI: 19,
    
     Author={Rongrong Ji, Ke Li*, Yan Wang, Xiaoshuai Sun, Feng Guo, Xiaowei Guo, Yongjian Wu, Feiyue Huang, and Jiebo Luo},
    
    Title={Semi-Supervised Adversarial Monocular Depth Estimation},
    
    Booktitle={IEEE Transactions on Pattern Analysis and Machine Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang.
    Category-Aware Spatial Constraint for Weakly Supervised Detection. [pdf] [code] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 19,
    
     Author={Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang},
    
    Title={Category-Aware Spatial Constraint for Weakly Supervised Detection},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Taisong Jin, Rongrong Ji*, Yue Gao, Xiaoshuai Sun, Xibin Zhao, and Dacheng Tao.
    Correntropy-Induced Robust Low-Rank Hypergraph. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 19,
    
     Author={Taisong Jin, Rongrong Ji*, Yue Gao, Xiaoshuai Sun, Xibin Zhao, and Dacheng Tao},
    
    Title={Correntropy-Induced Robust Low-Rank Hypergraph},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Yuchao Li, Cheng Deng, Xuelong Li.
    Towards Compact ConvNets via Structure-sparsity Regularized Filter Pruning. [pdf] [code] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TNN: 19,
    
     Author={Shaohui Lin, Rongrong Ji*, Yuchao Li, Cheng Deng, Xuelong Li},
    
    Title={Towards Compact ConvNets via Structure-sparsity Regularized Filter Pruning},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Chenxi Huang, Yisha Lan, Guokai Zhang, Gaowei Xu, Guoyan Zheng, Nianyin Zeng, E.Y.K. NG, YongQiang Cheng, Landu Jiang, NingZhi Han,
  • Rongrong Ji*, Yonghong Peng.
    A New Transfer Function for Volume Visualization of Aortic Stent and Virtual Endoscopy Application. [pdf] [video] [bibtex]
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM).
    
    
    @inproceedings{TOMM: 19,
    
     Author={SChenxi Huang, Yisha Lan, Guokai Zhang, Gaowei Xu, Guoyan Zheng, Nianyin Zeng, E.Y.K. NG, YongQiang Cheng, Landu Jiang, NingZhi Han, Rongrong Ji*, Yonghong Peng.},
    
    Title={A New Transfer Function for Volume Visualization of Aortic Stent and Virtual Endoscopy Application},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications, and Applications},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann.
    Towards Optimal Structured CNN Pruning via Generative Adversarial Learning. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Shaohui Lin, Rongrong Ji*, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann},
    
    Title={Towards Optimal Structured CNN Pruning via Generative Adversarial Learning},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yunhang Shen, Rongrong Ji*, Yan Wang, Yongjian Wu, Liujuan Cao.
    Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Yunhang Shen, Rongrong Ji*, Yan Wang, Yongjian Wu, Liujuan Cao},
    
    Title={Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Jie Hu, Rongrong Ji*, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian.
    Towards Visual Feature Translation. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Jie Hu, Rongrong Ji*, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian},
    
    Title={Towards Visual Feature Translation},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yuchao Li, Shaohui Lin, Baochang Zhang, Jianzhuang Liu, David Doermann, Yongjian Wu, Feiyue Huang, Rongrong Ji*.
    Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Yuchao Li, Shaohui Lin, Baochang Zhang, Jianzhuang Liu, David Doermann, Yongjian Wu, Feiyue Huang, Rongrong Ji*},
    
    Title={Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Feng Zheng, Rongrong Ji*, Cheng Deng, Xing Sun, Xingyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang
    Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Feng Zheng, Rongrong Ji*, Cheng Deng, Xing Sun, Xingyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang},
    
    Title={Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Chunlei Liu, Wenrui Ding, Xin Xia, Baochang Zhang, Jiaxin Gu, Jianzhuang Liu, Rongrong Ji, David Doermann
    Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Chunlei Liu, Wenrui Ding, Xin Xia, Baochang Zhang, Jiaxin Gu, Jianzhuang Liu, Rongrong Ji, David Doermann},
    
    Title={Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Fuhai Chen, Rongrong Ji*, Jiayi Ji, Xiaoshuai Sun, Baochang Zhang, Xuri Ge, Yongjian Wu, Feiyue Huang, Yan Wang.
    Variational Structured Semantic Inference for Diverse Image Captioning. [pdf] [bibtex]
    Neural Information Processing Systems (NIPS).
    
    
    @inproceedings{NIPS: 19,
    
     Author={Fuhai Chen, Rongrong Ji*, Jiayi Ji, Xiaoshuai Sun, Baochang Zhang, Xuri Ge, Yongjian Wu, Feiyue Huang, Yan Wang},
    
    Title={Variational Structured Semantic Inference for Diverse Image Captioning},
    
    Booktitle={Neural Information Processing Systems},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Jie Hu, Rongrong Ji*, ShengChuan Zhang, Xiaoshuai Sun, Qixiang Ye, Chia-Wen Lin, Qi Tian.
    Information Competing Process for Learning Diversified Representations. [pdf] [code] [bibtex]
    Neural Information Processing Systems (NIPS).
    
    
    @inproceedings{NIPS: 19,
    
     Author={Jie Hu, Rongrong Ji*, ShengChuan Zhang, Xiaoshuai Sun, Qixiang Ye, Chia-Wen Lin, Qi Tian},
    
    Title={Information Competing Process for Learning Diversified Representations},
    
    Booktitle={Neural Information Processing Systems},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Xiaosong Zhang, Fang Wan, Chang Liu, Rongrong Ji, Qixiang Ye.
    FreeAnchor: Learning to Match Anchors for Visual Object Detection. [pdf] [bibtex]
    Neural Information Processing Systems (NIPS).
    
    
    @inproceedings{NIPS: 19,
    
     Author={Xiaosong Zhang, Fang Wan, Chang Liu, Rongrong Ji, Qixiang Ye},
    
    Title={FreeAnchor: Learning to Match Anchors for Visual Object Detection},
    
    Booktitle={Neural Information Processing Systems},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Jie Li, Rongrong Ji*, Hong Liu, Xiaopeng Hong, Yue Gao, Qi Tian.
    Universal Perturbation Attack Against Image Retrieval. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Jie Li, Rongrong Ji* , Hong Liu, Xiaopeng Hong, Yue Gao, Qi Tian},
    
    Title={Universal Perturbation Attack Against Image Retrieval},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Jie Li, Baochang Zhang, Yue Gao, Yongjian Wu, Feiyue Huang.
    Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Hong Liu, Rongrong Ji*, Jie Li, Baochang Zhang, Yue Gao, Yongjian Wu, Feiyue Huang},
    
    Title={Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren Paul L. Rosin, Rongrong Ji.
    Scoot: A Perceptual Metric for Facial Sketches. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren Paul L. Rosin, Rongrong Ji.},
    
    Title={Scoot: A Perceptual Metric for Facial Sketches},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Xiawu Zheng, Rongrong Ji* , Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian.
    Multinomial Distribution Learning for Effective Neural Architecture Search. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Xiawu Zheng, Rongrong Ji* , Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian},
    
    Title={Multinomial Distribution Learning for Effective Neural Architecture Search},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao.
    Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao},
    
    Title={Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Jiaxin Gu, Junhe Zhao, Xiaolong Jiang, Baochang Zhang,* Jianzhuang Liu, Guodong Guo, Rongrong Ji.
    Bayesian Optimized 1-Bit CNNs. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Jiaxin Gu, Junhe Zhao, Xiaolong Jiang, Baochang Zhang,* Jianzhuang Liu, Guodong Guo, Rongrong Ji},
    
    Title={Bayesian Optimized 1-Bit CNNs},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yunhang Shen, Rongrong Ji*, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang.
    A Part Power Set Model for Scale-Free Person Retrieval. [pdf] [code] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: 19,
    
     Author={Yunhang Shen, Rongrong Ji*, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang},
    
    Title={A Part Power Set Model for Scale-Free Person Retrieval},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Hong Chen, Yongtan Luo, Liujuan Cao*, Baochang Zhang, Guodong Guo, Cheng Wang, Jonathan Li, Rongrong Ji.
    Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework. International Joint Conference on Artificial Intelligence. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: 19,
    
     Author={Hong Chen, Yongtan Luo, Liujuan Cao*, Baochang Zhang, Guodong Guo, Cheng Wang, Jonathan Li, Rongrong Ji},
    
    Title={Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework. International Joint Conference on Artificial Intelligence},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Taisong Jin, Liujuan Cao, Baochang Zhang, Xiaoshuai Sun, Cheng Deng, Rongrong Ji*.
    Hypergraph Induced Convolutional Manifold Networks. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: 19,
    
     Author={Taisong Jin, Liujuan Cao, Baochang Zhang, Xiaoshuai Sun, Cheng Deng, Rongrong Ji*},
    
    Title={Hypergraph Induced Convolutional Manifold Networks},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Hong Liu, Jie Li, Yongjian Wu, Rongrong Ji*.
    Learning Neural Bag-of-Matrix-Summarization with Riemannian Network. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Hong Liu, Jie Li, Yongjian Wu, Rongrong Ji*},
    
    Title={Learning Neural Bag-of-Matrix-Summarization with Riemannian Network},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Yongjian Wu, Yunsheng Wu.
    Towards Optimal Discrete Online Hashing with Balanced Similarity. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Yongjian Wu, Yunsheng Wu},
    
    Title={Towards Optimal Discrete Online Hashing with Balanced Similarity},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Xiawu Zheng, Rongrong Ji*, Xiaoshuai Sun, Baochang Zhang, Yongjian Wu, Feiyue Huang.
    Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Xiawu Zheng, Rongrong Ji*, Xiaoshuai Sun, Baochang Zhang, Yongjian Wu, Feiyue Huang},
    
    Title={Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale layer},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yiyi Zhou, Rongrong Ji*, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen.
    Dynamic Capsule Attention for Visual Question Answering. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Yiyi Zhou, Rongrong Ji*, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen},
    
    Title={Dynamic Capsule Attention for Visual Question Answering},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li ,Xiaoshuai Sun.
    Free VQA Models from Knowledge Inertia By Pairwise Inconformity Learning. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li ,Xiaoshuai Sun},
    
    Title={Free VQA Models from Knowledge Inertia By Pairwise Inconformity Learning},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao.
    Hypergraph Neural Networks. [pdf] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao},
    
    Title={Hypergraph Neural Networks},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Haoxuan You, Yifan Feng, Xinbin Zhao,Chanqging Zou, Rongrong Ji, Yue Gao.
    PVRNet: Point-View Relation Neural Network for 3D Shape Recognition. [pdf] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Haoxuan You, Yifan Feng,Xinbin Zhao,Chanqging Zou, Rongrong Ji, Yue Gao},
    
    Title={PVRNet: Point-View Relation Neural Network for 3D Shape Recognition},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        

2018

  • Shaohui Lin, Rongrong Ji*, Chao Chen, Dacheng Tao, Jiebo Luo.
    Holistic CNN Compression via Low-rank Decomposition with Knowledge Transfer. [pdf] [code] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
    
    
    @inproceedings{PAMI: 18,
    
     Author={Shaohui Lin, Rongrong Ji*, Chao Chen, Dacheng Tao, Jiebo Luo},
    
    Title={Holistic CNN Compression via Low-rank Decomposition with Knowledge Transfer},
    
    Booktitle={ IEEE Transactions on Pattern Analysis and Machine Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Jingdong Wang, Chunhua Shen.
    Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search. [pdf] [code] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
    
    
    @inproceedings{PAMI: 18,
    
     Author={Hong Liu, Rongrong Ji*, Jingdong Wang, Chunhua Shen},
    
    Title={Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search},
    
    Booktitle={ IEEE Transactions on Pattern Analysis and Machine Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Shenghua Gao, Rongrong Ji, Junwei Han.
    Body Structure Aware Deep Crowd Counting. [pdf] [bibtex]
    IEEE Transaction on Image Processing (TIP).
    
    
    @inproceedings{TIP: 18,
    
     Author={Siyu Huang, Xi Li, Zhongfei Zhang, Fei Wu, Shenghua Gao, Rongrong Ji, Junwei Han},
    
    Title={Body Structure Aware Deep Crowd Counting},
    
    Booktitle={IEEE Transaction on Image Processing},
    
    Year={2018}, Vol={27},No={3},pp={1049-1059}}
    
                        
    
                        
  • Chaolong Li, Zhen Cui, Wenming Zheng, Chunyan Xu, Rongrong Ji, Jian Yang.
    Action-Attending Graphic Neural Network. [pdf] [bibtex]
    IEEE Transaction on Image Processing (TIP).
    
    
    @inproceedings{TIP: 18,
    
     Author={Chaolong Li, Zhen Cui, Wenming Zheng, Chunyan Xu, Rongrong Ji, Jian Yang},
    
    Title={Action-Attending Graphic Neural Network},
    
    Booktitle={IEEE Transaction on Image Processing},
    
    Year={2018},Vol={27},No={7},pp={3657-3670}}
    
                        
    
                        
  • Zizhao Zhang, Haojie Lin, Xibin Zhao, Rongrong Ji, Yue Gao.
    Inductive Multi-Hypergraph Learning and Its Application on View-Based 3D Object Classification. [pdf] [bibtex]
    IEEE Transaction on Image Processing (TIP).
    
    
    @inproceedings{TIP: 18,
    
     Author={Zizhao Zhang, Haojie Lin, Xibin Zhao, Rongrong Ji, Yue Gao},
    
    Title={Inductive Multi-Hypergraph Learning and Its Application on View-Based 3D Object Classification},
    
    Booktitle={IEEE Transaction on Image Processing},
    
    Year={2018},Vol={27},No={12},pp={5957-5968}}
    
                        
    
                        
  • Shengchuan Zhang, Rongrong Ji*, Jie Hu, Xiaoqiang Lu, and Xuelong Li.
    Face Sketch Synthesis by Multidomain Adversarial Learning. [pdf] [code] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TIP: 18_2,
    
     Author={Shengchuan Zhang, Rongrong Ji*, Jie Hu, Xiaoqiang Lu, and Xuelong Li},
    
    Title={Face Sketch Synthesis by MultiDomain Adversarial Learning},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Yunhang Shen, RongrongJi*, Changhu Wang, Xi Li, Xuelong Li.
    Weakly Supervised Object Detection via Object-Specific Pixel Gradient. [pdf] [code] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TIP: 18,
    
     Author={Yunhang Shen, RongrongJi*, Changhu Wang, Xi Li, Xuelong Li},
    
    Title={Weakly Supervised Object Detection via Object-Specific Pixel Gradient},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Rongrong Ji, Fuhai Chen, Liujuan Cao, Yue Gao.
    Cross-Modality Microblog Sentiment Prediction via Bi-Layer Multimodal Hypergraph Learning. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{TMM: 18,
    
     Author={Rongrong Ji, Fuhai Chen, Liujuan Cao*, Yue Gao*},
    
    Title={Cross-Modality Microblog Sentiment Prediction via Bi-Layer Multimodal Hypergraph Learning},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Mingliang Xu, Fuhai Chen, Lu Li, Chen Shen, Pei Lv, Bing Zhou, Rongrong Ji*.
    Bio-Inspired Deep Attribute Learning Towards Facial Aesthetic Prediction. [pdf] [bibtex]
    IEEE Transactions on Affective Computing (TAC).
    
    
    @inproceedings{TAC: 18,
    
     Author={Mingliang Xu, Fuhai Chen, Lu Li, Chen Shen, Pei Lv, Bing Zhou, Rongrong Ji*},
    
    Title={Bio-Inspired Deep Attribute Learning Towards Facial Aesthetic Prediction},
    
    Booktitle={IEEE Transactions on Affective Computing},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Jiayang Guo, Kun Yang, Hongyi Liu, Chunli Yin, Jing Xiang, Hailong Li, Rongrong Ji, Yue Gao.
    A Stacked Sparse Autoencoder-based Detector for Automatic Identification of Neuromagnetic High Frequency Oscillations in Epilepsy. [pdf] [bibtex]
    IEEE Transactions on Medical Imaging (TMI).
    
    
    @inproceedings{TMI: 18,
    
     Author={Jiayang Guo, Kun Yang, Hongyi Liu, Chunli Yin, Jing Xiang, Hailong Li, Rongrong Ji, Yue Gao},
    
    Title={A Stacked Sparse Autoencoder-based Detector for Automatic Identification of Neuromagnetic High Frequency Oscillations in Epilepsy},
    
    Booktitle={IEEE Transactions on Medical Imaging},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Yuzhen Niu, Haifeng Zhang, Wenzhong Guo, Rongrong Ji.
    Image Quality Assessment for Color Correction Based on Color Contrast Similarity and Color Value Difference. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    
    @inproceedings{CSVT: 18,
    
     Author={Yuzhen Niu, Haifeng Zhang, Wenzhong Guo, Rongrong Ji},
    
    Title={Image Quality Assessment for Color Correction Based on Color Contrast Similarity and Color Value Difference},
    
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    
    Year={2018},Vol={28},No={4},pp={849-862}}
    
                        
    
                        
  • 纪荣嵘, 林绍辉, 晁飞, 吴永坚, 黄飞跃.
    深度神经网络压缩与加速综述. [pdf] [bibtex]
    计算机研究与发展 (JCRD).
    
    
    @inproceedings{JCRD: 18,
    
     Author={纪荣嵘, 林绍辉, 晁飞, 吴永坚, 黄飞跃},
    
    Title={深度神经网络压缩与加速综述},
    
    Booktitle={计算机研究与发展},
    
    Year={2018}, ,Vol={55},No={9},pp={1871-1888}}
    
                        
    
                        
  • Hong Liu, Mingbao Lin, Shengchuan Zhang, Yongjian Wu, Feiyue Huang, Rongrong Ji*.
    Dense Auto-Encoder Hashing for Robust Cross-Modality Retrieval. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 18,
    
     Author={Hong Liu, Mingbao Lin, Shengchuan Zhang, Yongjian Wu, Feiyue Huang, Rongrong Ji*},
    
    Title=Dense Auto-Encoder Hashing for Robust Cross-Modality Retrieval},
    
    Booktitle={ACM Multimedia},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu.
    Supervised Online Hashing via Hadamard Codebook Learning. [pdf] [code] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 18,
    
     Author={Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu},
    
    Title=Supervised Online Hashing via Hadamard Codebook Learning},
    
    Booktitle={ACM Multimedia},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao*
    PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 18,
    
     Author={Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao*},
    
    Title=PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition},
    
    Booktitle={ACM Multimedia},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, Yan Wang, Feiyue Huang.
    Generative Adversarial Learning Towards Fast Weakly Supervised Detection. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, Yan Wang, Feiyue Huang},
    
    Title=Generative Adversarial Learning Towards Fast Weakly Supervised Detection},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2018},pp={5764-5773}}
    
                        
    
                        
  • Fuhai Chen, Rongrong Ji*, Xiaoshuai Sun, Yongjian Wu, Jinsong Su.
    GroupCap: Group-based Image Captioning with Structured Relevance and Diversity Constraints. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Fuhai Chen, Rongrong Ji*, Xiaoshuai Sun, Yongjian Wu, Jinsong Su},
    
    Title={GroupCap: Group-based Image Captioning with Structured Relevance and Diversity Constraints},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Xiaodi Wang, Baochang Zhang, Ce Li, Rongrong Ji*, Jungong Han, Jianzhuang Liu, Xianbin Cao.
    Modulated Convolutional Networks. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Xiaodi Wang, Baochang Zhang, Ce Li, Rongrong Ji*, Jungong Han, Jianzhuang Liu, Xianbin Cao},
    
    Title={Modulated Convolutional Networks},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Yifan Feng, Zizhao Zhang, Xibin Zhao, Rongrong Ji, Yue Gao.
    GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Yifan Feng, Zizhao Zhang, Xibin Zhao, Rongrong Ji, Yue Gao},
    
    Title={GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2018}, pp={264-272}}
    
                        
    
                        
  • Pingyang Dai, Rongrong JI*, Haibin Wang, Qiong Wu, Yuyu Huang.
    Cross-Modality Person Re-Identification with Generative Adversarial Training. [pdf] [code] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Pingyang Dai, Rongrong JI*, Haibin Wang, Qiong Wu, Yuyu Huang},
    
    Title=Cross-Modality Person Re-Identification with Generative Adversarial Training},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Shengchuan Zhang, Rongrong Ji*, Jie Hu, Yue Gao, Chia-Wen Lin.
    Face Sketch Synthesis Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid. [pdf] [code] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Shengchuan Zhang, Rongrong Ji*, Jie Hu, Yue Gao, Chia-Wen Lin},
    
    Title=Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Yuchao Li, Yongjian Wu, Feiyue Huang, Baochang Zhang.
    Accelerating Convolutional Networks via Global & Dynamic Filter Pruning. [pdf] [code] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Shaohui Lin, Rongrong Ji*, Yuchao Li, Yongjian Wu, Feiyue Huang, Baochang Zhang},
    
    Title=Accelerating Convolutional Networks via Global & Dynamic Filter Pruning},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Xiawu Zheng, Rongrong Ji*, Xiaoshuai Sun, Yongjian Wu, Feiyue Huang, Yanhua Yang, Liujuan Cao.
    Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Xiawu Zheng, Rongrong Ji*, Xiaoshuai Sun, Yongjian Wu, Feiyue Huang, Yanhua Yang, Liujuan Cao},
    
    Title=Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Xiangwen Zhang , Jinsong Su , Yue Qin, Yang Liu , Rongrong Ji , Hongji Wang.
    Asynchronous Bidirectional Decoding for Neural Machine Translation. [pdf] [bibtex]
    Thirty-Second AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 18,
    
     Author={Xiangwen Zhang , Jinsong Su , Yue Qin, Yang Liu , Rongrong Ji , Hongji Wang},
    
    Title={Asynchronous Bidirectional Decoding for Neural Machine Translation},
    
    Booktitle={Thirty-Second AAAI Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        

2017

  • Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang.
    Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding. [pdf] [bibtex] [code]
    IEEE Transaction on Image Processing (TIP).
    
    
    @inproceedings{TIP: 17,
    
     Author={Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang},
    
    Title={Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding},
    
    Booktitle={ IEEE Transaction on Image Processing},
    
    Year={2017}, Vol={26},No={11},pp={5411-5420}}
    
                        
    
                        
  • Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji*.
    Learning-based Shadow Recognition and Removal from Monochromatic Natural Images. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 17,
    
     Author={Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji},
    
    Title={Learning-based Shadow Recognition and Removal from Monochromatic Natural Images},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2017}, Vol={26},No={12},pp={5811-5824}
    
    
    
    
  • Fuhai Chen, Rongrong Ji*, Jinsong Su, Donglin Cao, and Yue Gao.
    Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{TMM: 17,
    
     Author={Fuhai Chen, Rongrong Ji*, Jinsong Su, Donglin Cao, and Yue Gao},
    
    Title={Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2017}, Vol={20},No={4},pp={997-1007}
    
                        
    
                        
  • Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding
    Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{TMM: 17,
    
     Author={Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding},
    
    Title={Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression.},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2017}, Vol={19},No={3},pp={632-645}
    
                        
    
                        
  • Liujuan Cao, Feng Luo, Li Chen, Yihan Sheng, Haibin Wang, Cheng Wang, Rongrong Ji*.
    Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{PR: 17,
    
     Author={Liujuan Cao, Feng Luo, Li Chen, Yihan Sheng, Haibin Wang, Cheng Wang, Rongrong Ji*},
    
    Title={Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning},
    
    Booktitle={Pattern Recognition},
    
    Year={2017}, Accept}
    
                        
    
                        
  • Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, ChenChen, Linlin Shen, AlessandroPerina, Rongrong Ji.
    Output Constraint Transfer for Kernelized Correlation Filter in Tracking. [pdf] [bibtex]
    IEEE Transactions on Systems, Man, and Cybernetics: Systems (SMC).
    
    
    @inproceedings{SMC: 17,
    
     Author={Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, ChenChen, Linlin Shen, AlessandroPerina, Rongrong Ji},
    
    Title={Output Constraint Transfer for Kernelized Correlation Filter in Tracking},
    
    Booktitle={IEEE Transactions on Systems, Man, and Cybernetics: Systems},
    
    Year={2017}, Vol={47},No={4},pp={693-703}}
    
                        
    
                        
  • Yiyi Zhou, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu.
    More Than An Answer: Neural Pivot Network for Visual Question Answering. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{ACM: 17,
    
     Author={Yiyi Zhou, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu},
    
    Title={More Than An Answer: Neural Pivot Network for Visual Question Answering},
    
    Booktitle={ACM Multimedia},
    
    Year={2017}, pp={681-689}}
    
                        
    
                        
  • Fuhai Chen, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu
    StructCap: Structured Semantic Embedding for Image Captioning. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{ACM: 17,
    
     Author={Fuhai Chen, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu},
    
    Title={StructCap: Structured Semantic Embedding for Image Captioning},
    
    Booktitle={ACM Multimedia},
    
    Year={2017}, pp={46-54}}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Yongjian Wu, Feiyue Huang and Baochang Zhang
    Cross-Modality Binary Code Learning via Fusion Similarity Hashing. [pdf] [bibtex] [code]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 17,
    
     Author={Hong Liu, Rongrong Ji*, Yongjian Wu, Feiyue Huang and Baochang Zhang},
    
    Title={Cross-Modality Binary Code Learning via Fusion Similarity Hashing.},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2017},pp={6345-6353}}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Yongjian Wu and Feiyue Huang
    Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. [pdf] [bibtex] [code]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 17,
    
     Author={Hong Liu, Rongrong Ji*, Yongjian Wu and Feiyue Huang},
    
    Title={Ordinal Constrained Binary Code Learning for Nearest Neighbor Search.},
    
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    
    Year={2017}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Chao Chen and Feiyue Huang
    ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial & Channel Redundancy. [pdf] [bibtex]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 17,
    
     Author={Shaohui Lin, Rongrong Ji*, Chao Chen and Feiyue Huang},
    
    Title={ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial & Channel Redundancy},
    
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    
    Year={2017}, Accept}
    
                        
    
                        
  • Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi and Yang Liu.
    Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation [pdf] [bibtex]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 17,
    
     Author={Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi and Yang Liu.},
    
    Title={Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation},
    
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    
    Year={2017}, Accept}
    
                        
    
                        

2016

  • Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji*.
    Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    
    @inproceedings{IJCV: Tracking,
    
     Author={Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji},
    
    Title={Bounding Multiple Gaussians Uncertainty with Application to Object Tracking},
    
    Booktitle={International Journal of Computer Vision},
    
    Year={2016}, DOI: 10.1007/s11263-016-0880-y}
    
    
    
    
  • Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji*.
    Learning-based Shadow Recognition and Removal from Monochromatic Natural Images. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 16,
    
     Author={Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji},
    
    Title={Learning-based Shadow Recognition and Removal from Monochromatic Natural Images},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2016}, Accept}
    
    
    
    
  • Rongrong Ji, Liujuan Cao, Yan Wang.
    Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{PR: 16,
    
     Author={Rongrong Ji, Liujuan Cao, Yan Wang},
    
    Title={Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field},
    
    Booktitle={Pattern Recognition},
    
    Year={2016}, Accept}
    
    
    
    
  • Luming Zhang, Richang Hong, Yue Gao, Rongrong Ji, Qionghai Dai, and Xuelong Li.
    Image Categorization by Learning a Propagated Graphlet Path. [pdf] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TNNLS: 16,
    
     Author={Luming Zhang, Richang Hong, Yue Gao, Rongrong Ji, Qionghai Dai, and Xuelong Li},
    
    Title={Image Categorization by Learning a Propagated Graphlet Path},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2016}, Accept}
    
    
    
    
  • Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang.
    Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    
    @inproceedings{CSVT: 16,
    
     Author={Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang},
    
    Title={Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection},
    
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    
    Year={2016}, Accept}
    
    
    
    
  • Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang, Feng Guo, Yue Gao, and Debin Zhao.
    Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    
    @inproceedings{ECCV: 16,
    
     Author={Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang,  Feng Guo, Yue Gao, and Debin Zhao},
    
    Title={Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference},
    
    Booktitle={European Conference on Computer Vision},
    
    Year={2016}, Accept}
    
    
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua.
    Supervised Matrix Factorization for Cross-Modality Hashing. [pdf] [code] [bibtex]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua},
    
    Title={Supervised Matrix Factorization for Cross-Modality Hashing},
    
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Shaohui Lin, Rongrong Ji, Yongjian Wu, and Xuelong Li.
    Towards Convolutional Neural Networks Compressing via Global Error Reconstruction. [pdf] [code] [bibtex]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: b,
    
     Author={Shaohui Lin, Rongrong Ji, Yongjian Wu, and Xuelong Li},
    
    Title={Towards Convolutional Neural Networks Compressing via Global Error Reconstruction},
    
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu.
    Towards Optimal Binary Code Learning via Ordinal Embedding. [pdf] [code] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu},
    
    Title={Towards Optimal Binary Code Learning via Ordinal Embedding},
    
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li.
    Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer. [pdf] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: b,
    
     Author={Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li},
    
    Title={Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer},
    
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua.
    Predicting Personalized Emotion Perceptions of Social Images. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 16,
    
     Author={Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua},
    
    Title={Predicting Personalized Emotion Perceptions of Social Images},
    
    Booktitle={ACM Multimedia},
    
    Year={2016}, Accept}
    
    
    
    

2015

  • Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li.
    When Location Meets Social Multimedia: A Comprehensive Survey on Location-Aware Social Multimedia. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    
    @inproceedings{TIST: Review,
    
     Author={Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li},
    
    Title={When Location Meets Social Multimedia: A Comprehensive Survey on Recognition and Mining of Location-Aware Social Multimedia},
    
    Booktitle={ACM Transactions on Intelligent System and Technology},
    
    Year={2015},Vol={6},No={1},pp={1-18}}
    
    
    
    
  • Tao Guan, Yuesong Wang, Liya Duan, Rongrong Ji*..
    On-Device Mobile Landmark Recognition Using Binarized Descriptor with Multifeature Fusion. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    
    @inproceedings{TIST: Search,
    
     Author={Tao Guan, Yuesong Wang, Liya Duan, Rongrong Ji},
    
    Title={On-Device Mobile Landmark Recognition Using Binarized Descriptor with Multifeature Fusion},
    
    Booktitle={ACM Transactions on Intelligent System and Technology},
    
    Year={2015},Vol={7},No={1},pp={12-29}}
    
    
    
    
  • Xian-Ming Liu, Rongrong Ji, Changhu Wang, Wei Liu, Bineng Zhong, Thomas Huang.
    Understanding Image Structure via Hierarchical Shape Parsing. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{cvpr: shape,
    
     Author={ Xian-Ming Liu, Rongrong Ji, Changhu Wang, Wei Liu, Bineng Zhong, Thomas Huang},
    
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2015}}
    
    
    
    
  • Wei Liu, Rongrong Ji, Shaozi Li.
    Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{cvpr: pointcloud,
    
     Author={ Wei Liu, Rongrong Ji, Shaozi Li},
    
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2015}}
    
    
    
    
  • Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith.
    Top Rank Supervised Binary Coding for Visual Search. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{iccv15,
    
     Author={ Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith},
    
    Title={Top Rank Supervised Binary Coding for Visual Search},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2015}}
    
    
    
    
  • Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji.
    Rank Preserving Hashing for Rapid Image Search. [pdf] [bibtex]
    Data Compression Conference (DCC).
    
    
    @inproceedings{dcc15,
    
     Author={ Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji},
    
    Title={Rank Preserving Hashing for Rapid Image Search},
    
    Booktitle={Data Compression Conference},
    
    Year={2015}}
    
    
    
    
  • Ling Cai, Rongrong Ji, Wei Liu, Gang Hua.
    Modeling Inter- and Intra-Part Deformations for Object Structure Parsing. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{ijcai: parsing,
    
     Author={ Ling Cai, Rongrong Ji, Wei Liu, Gang Hua},
    
    Title={Modeling Inter- and Intra-Part Deformations for Object Structure Parsing},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2015}}
    
    
    
    
  • Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang.
    Low-Rank Similarity Metric Learning in High Dimensions. [pdf] [bibtex]
    AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{aaai: lowrank,
    
     Author={ Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang},
    
    Title={Low-Rank Similarity Metric Learning in High Dimensions},
    
    Booktitle={AAAI Conference on Artificial Intelligence},
    
    Year={2015}}
    
    
    
    

2014

  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao.
    Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: 3D Pattern,
    
     Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao},
    
    Title={Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={7},pp={3099-3113}}
    
    
    
    
  • Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li.
    Spectral-Spatial Constraint Hyperspectral Image Classification. [pdf] [bibtex]
    IEEE Transactions on Geoscience and Remote Sensing (TGRS).
    
    
    @inproceedings{Geoscience and Remote Sensing: Hyperspectral Image Classification,
    
     Author={Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li},
    
    Title={Spectral-Spatial Constraint Hyperspectral Image Classification},
    
    Booktitle={IEEE Transactions on Geoscience and Remote Sensing},
    
    Year={2014},Vol={52},No={3},pp={1811-1824}}
    
    
    
    
  • Yue Gao, Rongrong Ji(corresponding author), Peng Cui, Qionghai Dai, Gang Hua.
    Hyperspectral Image Classification Through Bilayer Graph-Based Learning. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: hyperspectral,
    
     Author={Yue Gao, Rongrong Ji, Peng Cui, Qionghai Dai, Gang Hua},
    
    Title={Hyperspectral Image Classification Through Bilayer Graph-Based Learning},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={7},pp={2769-2778}}
    
    
    
    
  • Yue Gao, Rongrong Ji(corresponding author), Wei Liu, Qionghai Dai, Gang Hua.
    Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: weakly,
    
     Author={Yue Gao, Rongrong Ji, Wei Liu, Qionghai Dai, Gang Hua},
    
    Title={Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={12},pp={5400-5411}}
    
    
    
    
  • Ke Lu, Rongrong Ji(corresponding author), Jinhui Tang, Yue Gao.
    Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: learning,
    
     Author={Ke Lu, Rongrong Ji(corresponding author), Jinhui Tang, Yue Gao},
    
    Title={Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={10},pp={4553-4563}}
    
    
    
    
  • Ling-Yu Duan, Rongrong Ji (corresponding author), Zhang Chen, Tiejun Huang, Wen Gao.
    Towards Mobile Document Image Retrieval for Digital Library. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Towards Mobile Document Image Retrieval,
    
    Author={Ling-Yu Duan, Rongrong Ji, Zhang Chen, Tiejun Huang, Wen Gao},
    
    Title={Towards Mobile Document Image Retrieval for Digital Library},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={2},pp={346-359}}
    
    
    
    
  • Cheng Deng, Rongrong Ji (corresponding author), Dacheng Tao, Xinbo Gao, Xuelong Li.
    Weakly Supervised Multi-Graph Learning for Robust Image Reranking. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Weakly Supervised Multi-Graph,
    
    Author={Cheng Deng, Rongrong Ji, Dacheng Tao, Xinbo Gao, Xuelong Li},
    
    Title={Weakly Supervised Multi-Graph Learning for Robust Image Reranking},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={3},pp={785-794}}
    
    
    
    
  • Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji.
    Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Representative Discovery,
    
    Author={Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji},
    
    Title={Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={2},pp={470-479}}
    
    
    
    
  • Yue Gao, Rongrong Ji (corresponding author), Longfei Zhang, Alex Hauptmann.
    Symbiotic Tracker Ensemble Towards A Unified Tracking Framework. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    
    @inproceedings{CSVT: Symbiotic Tracker,
    
    Author={Yue Gao, Rongrong Ji, Longfei Zhang, Alex Hauptmann},
    
    Title={Symbiotic Tracker Ensemble Towards A Unified Tracking Framework},
    
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    
    Year={In Press, 2014}}
    
    
    
    
  • Yue Gao, Meng Wang, Rongrong Ji (corresponding author), Xindong Wu, and Qionghai Dai.
    3D Object Retrieval With Hausdorff Distance Learning. [pdf] [bibtex]
    IEEE Transactions on Industrial Electronics (TIE).
    
    
    @inproceedings{Industrial Electrontics: 3D Object Retrieval,
    
    Author={Yue Gao, Meng Wang, Rongrong Ji, Xindong Wu, and Qionghai Dai},
    
    Title={3D Object Retrieval With Hausdorff Distance Learning},
    
    Booktitle={IEEE Transactions on Industrial Electronics},
    
    Year={2014},Vol={61},No={4},pp={2088-2098}}
    
    
    
    
  • Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao.
    Spatiotemporal Grid Flow for Video Retargeting. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP:Retargeting,
    
    Author={Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao},
    
    Title={Spatiotemporal Grid Flow for Video Retargeting},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={4},pp={1615-1628}}
    
    
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{Pattern Recognition: Visual Tracking,
    
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang},
    
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    
    Booktitle={Pattern Recognition},
    
    Year={2014},Vol={47},No={3},pp={1395-1410}}
    
    
    
    
  • Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji.
    RGBD Salient Object Detection: A Benchmark and Algorithms. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    
    @inproceedings{eccv: saliency,
    
    Author={Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji},
    
    Title={RGBD Salient Object Detection: A Benchmark and Algorithms},
    
    Booktitle={European Conference on Computer Vision},
    
    Year={2014}}
    
    
    
    

2013

  • Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao.
    Learning to Distribute Vocabulary Indexing for Scalable Visual Search. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia 13: Distribute Vocabulary,
    
    Author={Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao},
    
    Title={Learning to Distribute Vocabulary Indexing for Scalable Visual Search},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2013},Vol={15},No={3},pp={153-166}}
    
    
    
    
  • Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang.
    Image Retrieval with Query-Adaptive Hashing. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Image Retrieval,
    
     Author={Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang},
    
    Title={Image Retrieval with Query-Adaptive Hashing},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2013},Vol={9},No={2},pp={2-20}}
    
    
    
    
  • Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang.
    Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{Multimedia: VSO,
    
     Author={Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang},
    
    Title={Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs},
    
    Booktitle={ACM Multimedia},
    
    Year={2013},pp={223-232}}
    
    
    
    
  • Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao.
    Visual Reranking through Weakly Supervised Multi-Graph Learning. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: Reranking,
    
     Author={Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao},
    
    Title={Visual Reranking through Weakly Supervised Multi-Graph Learning},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2013},pp={2600-2607}}
    
    
    
    
  • Yan Wang, Rongrong Ji, and Shih-Fu Chang.
    Label Propagation from ImageNet to 3D Point Clouds. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR2013: Label Propagation,
    
     Author={Yan Wang, Rongrong Ji, and Shih-Fu Chang},
    
    Title={Label Propagation from ImageNet to 3D Point Clouds},
    
    Booktitle={Proceedings of Computer Vision and Patten Recognition}, Accept, Year={2013}} 
    
    
    
    
  • Tongtao Zhang, Rongrong Ji, Wei Liu, Dacheng Tao and Gang Hua.
    Semi-Supervised Learning with Manifold Fitted Graphs. [pdf] [bibtex]
    Twitten-Thirdth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{International Joint Conference on Artificial Intelligence: Semi-Supervised Learning,
    
    Author={Tongtao Zhang, Rongrong Ji, Wei Liu, and Gang Hua},
    
    Title={Semi-Supervised Learning with Manifold Fitted Graphs},
    
    Booktitle={Proceedings of Twitten-Thirdth International Joint Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    
    
    
  • Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu.
    Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition. [pdf] [bibtex]
    Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI Conference on Artificial Intelligence: Salient Object Detection,
    
    Author={Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu},
    
    Title={Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition},
    
    Booktitle={Proceedings of Twenty-Seventh AAAI Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    
    
    

2012

  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao.
    Location Discriminative Vocabulary Coding for Mobile Landmark Search. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    
    @inproceedings{Computer Vision: Location Discriminative Vocabulary Coding,
    
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao},
    
    Title={Location Discriminative Vocabulary Coding for Mobile Landmark Search},
    
    Booktitle={International Journal of Computer Vision},
    
    Year={2012},Vol={96},No={3},pp={290-314}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian.
    Task Dependent Visual Codebook Compression. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: Visual Codebook Compression,
    
    Author={Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian},
    
    Title={Task Dependent Visual Codebook Compression},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2012},Vol={21},No={4},pp={2282-2293}}
    
    
    
    
  • Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang.
    3D Object Retrieval and Recognition with Hyperspectral Analysis. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: 3D Object Retrieval and Recognition,
    
    Author={Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang},
    
    Title={3D Object Retrieval and Recognition with Constructive Hypergraph Analysis},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2012},Vol={21},No={9},pp={4290-4303}}
    
    
    
    
  • Rongrong Ji, Felix X. Yu, and Shih-Fu Chang.
    Active Query Sensing: Suggesting the Best Query View for Mobile Visual Search. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Active Query Sensing,
    
    Author={Rongrong Ji, Felix X. Yu, and Shih-Fu Chang},
    
    Title={Active Query Sensing for Mobile Location Search},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2012},Vol={3S},No={8},pp={40-61}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, and Xianming Liu.
    Context-Aware Semi-Local Feature Detector. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    
    @inproceedings{ACM TIST: Feature Detector,
    
    Author={Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, Xianming Liu},
    
    Title={Context-Aware Semi-Local Feature Detector},
    
    Booktitle={ACM Transactions on Intelligent System and Technology},
    
    Year={2012},Vol={3:44}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, and Wen Gao.
    Towards Compact Topical Descriptor. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Towards Compact Topical Descriptor,
    
     Author={Rongrong Ji, Ling-Yu Duan, and Wen Gao},
    
    Title={Towards Compact Topical Descriptor},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Liujuan Cao# Rongrong Ji# Yue Gao, and Qi Tian (# Equal Contribution).
    Weakly Supervised Coding with Geometric Consistency Pooling. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Weakly Supervised Coding,
    
    Author={Liujuan Cao, Rongrong Ji, Yue Gao, and Qi Tian},
    
    Title={Weakly Supervised Coding with Geometric Consistency Pooling},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shi-Fu Chang.
    Weak Attributes for Large-Scale Image Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Large-Scale Image Retrieval,
    
    Author={Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shih-Fu Chang},
    
    Title={Weak Attributes for Large-Scale Image Retrieval},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang.
    Supervised Hashing with Kernels. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2012: Supervised Hashing with Kernels,
    
    Author={Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang},
    
    Title={Supervised Hashing with Kernels},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji.
    What Are We Looking For:Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2012: Saccadic Eye Movements and Visual Saliency,
    
    Author={Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji},
    
    Title={What Are We Looking For: Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    

2011

  • Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian.
    Mining Flickr Landmarks by Modeling Reconstruction Sparsity. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Mining City Landmarks,
    
    Author={Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian},
    
    Title={Mining City Landmarks by Modeling Reconstruction Sparsity},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2011},Vol={7S},No={1},pp={31-53}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun.
    Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{Pattern Recognition: Actor-Independence Action Retrieval,
    
    Author={Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun},
    
    Title={Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching},
    
    Booktitle={Pattern Recognition}, Vol={44}, pp={624-638}}
    
    
    
    
  • Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, and Xiaofang Zhou.
    Nonnegative Spectral Clustering with Discriminative Regularization. [pdf] [bibtex]
    Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI 2011: Nonnegative Spectral Clustering,
    
     Author={Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou},
    
    Title={Nonnegative Spectral Clustering with Discriminative Regularization},
    
    Booktitle={Proceedings of Twenty-Sixth AAAI Conference on Artificial Intelligence},
    
    Year={2011}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao.
    Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding. [pdf] [bibtex]
    ACM Multimedia (MM Oral).
    
    
    @inproceedings{ACM Multimedia 2011: multiple-channel coding,
    
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao},
    
    Title={Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding},
    
    Booktitle={ACM Multimedia},
    
    Year={2011}, pp={573-582}}
    
    
    
    
  • Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian.
    Learning Heterogeneous Data for Hierarchical Web Video Classification [pdf] [bibtex]
    ACM Multimedia (MM Oral).
    
    
    @inproceedings{ACM Multimedia 2011:hierarchical web video classification,
    
    Author={Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian},
    
    Title={Learning Heterogeneous Data for Hierarchical Web Video Classification.},
    
    Booktitle={ACM Multimedia},
    
    Year={2011}, pp={433-442}}
    
    
    
    

2010

  • Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao
    Towards Semantic Embedding in Visual Vocabulary. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2010: visual vocabulary,
    
    Author={Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao},
    
    Title={Towards Semantic Embedding in Visual Vocabulary},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, 918-925} 
    
    
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, and Wen Gao.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2010: Visual tracking,
    
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, and Wen Gao},
    
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},year={2010}, pp={1323-1330}} 
    
    
    
    
  • Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao.
    Novel Observation Model for Probabilistic Object Tracking. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2010: probabilistic object tracking,
    
    Author={Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao},
    
    Title={Novel Observation Model for Probabilistic Object Tracking},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1387-1394}} 
    
    
    
    

2009

  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2009: Vocabulary hierarchy optimization,
    
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    
    Title={Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1161-1168}} 
    
    
    
    
  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Mining City Landmarks from Blogs by Graph Modeling. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{ACM Multimedia-graph modeling,
    
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    
    Title={Mining City Landmarks from Blogs by Graph Modeling},
    
    Booktitle={ACM Multimedia, Year={2009}, pp={105-114}} 
    
    
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu.
    Towards Optimal Binary Code Learning via Ordinal Embedding. [pdf] [code] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu},
    
    Title={Towards Optimal Binary Code Learning via Ordinal Embedding},
    
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith.
    Top Rank Supervised Binary Coding for Visual Search. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{iccv15,
    
     Author={ Dongjin Song, Wei Liu, Rongrong Ji, David Meyer, John Smith},
    
    Title={Top Rank Supervised Binary Coding for Visual Search},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2015}}
    
    
    
    
  • Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji.
    Rank Preserving Hashing for Rapid Image Search. [pdf] [bibtex]
    Data Compression Conference (DCC).
    
    
    @inproceedings{dcc15,
    
     Author={ Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, and Rongrong Ji},
    
    Title={Rank Preserving Hashing for Rapid Image Search},
    
    Booktitle={Data Compression Conference},
    
    Year={2015}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao.
    Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: 3D Pattern,
    
     Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Tiejun Huang, and Wen Gao},
    
    Title={Mining Compact 3D Patterns for Low Bit Rate Mobile Visual Search},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={7},pp={3099-3113}}
    
    
    
    
  • Yue Gao, Rongrong Ji(corresponding author), Wei Liu, Qionghai Dai, Gang Hua.
    Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: weakly,
    
     Author={Yue Gao, Rongrong Ji, Wei Liu, Qionghai Dai, Gang Hua},
    
    Title={Weakly Supervised Visual Dictionary Learning by Harnessing Image Attributes},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={12},pp={5400-5411}}
    
    
    
    
  • Ke Lu, Rongrong Ji(corresponding author), Jinhui Tang, Yue Gao.
    Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: learning,
    
     Author={Ke Lu, Rongrong Ji(corresponding author), Jinhui Tang, Yue Gao},
    
    Title={Learning-Based Bipartite Graph Matching for View-Based 3D Model Retrieval},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={10},pp={4553-4563}}
    
    
    
    
  • Ling-Yu Duan, Rongrong Ji (corresponding author), Zhang Chen, Tiejun Huang, Wen Gao.
    Towards Mobile Document Image Retrieval for Digital Library. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Towards Mobile Document Image Retrieval,
    
    Author={Ling-Yu Duan, Rongrong Ji, Zhang Chen, Tiejun Huang, Wen Gao},
    
    Title={Towards Mobile Document Image Retrieval for Digital Library},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={2},pp={346-359}}
    
    
    
    
  • Cheng Deng, Rongrong Ji (corresponding author), Dacheng Tao, Xinbo Gao, Xuelong Li.
    Weakly Supervised Multi-Graph Learning for Robust Image Reranking. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Weakly Supervised Multi-Graph,
    
    Author={Cheng Deng, Rongrong Ji, Dacheng Tao, Xinbo Gao, Xuelong Li},
    
    Title={Weakly Supervised Multi-Graph Learning for Robust Image Reranking},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={3},pp={785-794}}
    
    
    
    
  • Yue Gao, Meng Wang, Rongrong Ji (corresponding author), Xindong Wu, and Qionghai Dai.
    3D Object Retrieval With Hausdorff Distance Learning. [pdf] [bibtex]
    IEEE Transactions on Industrial Electronics (TIE).
    
    
    @inproceedings{Industrial Electrontics: 3D Object Retrieval,
    
    Author={Yue Gao, Meng Wang, Rongrong Ji, Xindong Wu, and Qionghai Dai},
    
    Title={3D Object Retrieval With Hausdorff Distance Learning},
    
    Booktitle={IEEE Transactions on Industrial Electronics},
    
    Year={2014},Vol={61},No={4},pp={2088-2098}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao.
    Learning to Distribute Vocabulary Indexing for Scalable Visual Search. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia 13: Distribute Vocabulary,
    
    Author={Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao},
    
    Title={Learning to Distribute Vocabulary Indexing for Scalable Visual Search},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2013},Vol={15},No={3},pp={153-166}}
    
    
    
    
  • Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang.
    Image Retrieval with Query-Adaptive Hashing. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Image Retrieval,
    
     Author={Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang},
    
    Title={Image Retrieval with Query-Adaptive Hashing},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2013},Vol={9},No={2},pp={2-20}}
    
    
    
    
  • Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao.
    Visual Reranking through Weakly Supervised Multi-Graph Learning. [pdf] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: Reranking,
    
     Author={Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao},
    
    Title={Visual Reranking through Weakly Supervised Multi-Graph Learning},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2013},pp={2600-2607}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao.
    Location Discriminative Vocabulary Coding for Mobile Landmark Search. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    
    @inproceedings{Computer Vision: Location Discriminative Vocabulary Coding,
    
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao},
    
    Title={Location Discriminative Vocabulary Coding for Mobile Landmark Search},
    
    Booktitle={International Journal of Computer Vision},
    
    Year={2012},Vol={96},No={3},pp={290-314}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian.
    Task Dependent Visual Codebook Compression. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: Visual Codebook Compression,
    
    Author={Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian},
    
    Title={Task Dependent Visual Codebook Compression},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2012},Vol={21},No={4},pp={2282-2293}}
    
    
    
    
  • Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang.
    3D Object Retrieval and Recognition with Hyperspectral Analysis. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{Image Processing: 3D Object Retrieval and Recognition,
    
    Author={Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang},
    
    Title={3D Object Retrieval and Recognition with Constructive Hypergraph Analysis},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2012},Vol={21},No={9},pp={4290-4303}}
    
    
    
    
  • Rongrong Ji, Felix X. Yu, and Shih-Fu Chang.
    Active Query Sensing: Suggesting the Best Query View for Mobile Visual Search. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Active Query Sensing,
    
    Author={Rongrong Ji, Felix X. Yu, and Shih-Fu Chang},
    
    Title={Active Query Sensing for Mobile Location Search},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2012},Vol={3S},No={8},pp={40-61}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, and Xianming Liu.
    Context-Aware Semi-Local Feature Detector. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    
    @inproceedings{ACM TIST: Feature Detector,
    
    Author={Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, Xianming Liu},
    
    Title={Context-Aware Semi-Local Feature Detector},
    
    Booktitle={ACM Transactions on Intelligent System and Technology},
    
    Year={2012},Vol={3:44}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, and Wen Gao.
    Towards Compact Topical Descriptor. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Towards Compact Topical Descriptor,
    
     Author={Rongrong Ji, Ling-Yu Duan, and Wen Gao},
    
    Title={Towards Compact Topical Descriptor},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Liujuan Cao# Rongrong Ji# Yue Gao, and Qi Tian (# Equal Contribution).
    Weakly Supervised Coding with Geometric Consistency Pooling. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Weakly Supervised Coding,
    
    Author={Liujuan Cao, Rongrong Ji, Yue Gao, and Qi Tian},
    
    Title={Weakly Supervised Coding with Geometric Consistency Pooling},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shi-Fu Chang.
    Weak Attributes for Large-Scale Image Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2012: Large-Scale Image Retrieval,
    
    Author={Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shih-Fu Chang},
    
    Title={Weak Attributes for Large-Scale Image Retrieval},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang.
    Supervised Hashing with Kernels. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2012: Supervised Hashing with Kernels,
    
    Author={Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang},
    
    Title={Supervised Hashing with Kernels},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun.
    Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{Pattern Recognition: Actor-Independence Action Retrieval,
    
    Author={Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun},
    
    Title={Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching},
    
    Booktitle={Pattern Recognition}, Vol={44}, pp={624-638}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Xing Xie, and Qi Tian.
    Vocabulary Hierarchy Optimization and Transfer for Scalable Image Search. [pdf] [bibtex]
    IEEE Multimedia Magazine (IEEE MM).
    
    
    @inproceedings{Multimedia 2011: Scalable Image Search,
    
     Author={Rongrong Ji, Hongxun Yao, Xing Xie, Qi Tian},
    
    Title={Vocabulary Hierarchy Optimization and Transfer for Scalable Image Search},
    
    Booktitle={IEEE Multimedia Magazine},
    
    Year={2011},Vol={18},No={3},pp={66-76}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, and Wen Gao.
    Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search. [pdf] [bibtex]
    Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI 2011: Low Bit Rate Mobile Landmark Search,
    
     Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao},
    
    Title={Learning Hybrid Part Filters for Scene Recognition},
    
    Booktitle={Proceedings of Twenty-Second International Joint Conference on Artificial Intelligence},
    
    Year={2011}}
    
    
    
    
  • Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao.
    Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding. [pdf] [bibtex]
    ACM Multimedia (MM Oral).
    
    
    @inproceedings{ACM Multimedia 2011: multiple-channel coding,
    
    Author={Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, and Wen Gao},
    
    Title={Towards Low Bit Rate Mobile Visual Search with Multiple-channel Coding},
    
    Booktitle={ACM Multimedia},
    
    Year={2011}, pp={573-582}}
    
    
    
    
  • Rongrong Ji, Felix X. Yu, and Shih-Fu Chang.
    Active Query Sensing: Suggesting the Best Query View for Mobile Visual Search. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Active Query Sensing,
    
    Author={Rongrong Ji, Felix X. Yu, and Shih-Fu Chang},
    
    Title={Active Query Sensing for Mobile Location Search},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2012},Vol={3S},No={8},pp={40-61}}
    
    
    
    
  • Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao
    Towards Semantic Embedding in Visual Vocabulary. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2010: visual vocabulary,
    
    Author={Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Bineng Zhong, and Wen Gao},
    
    Title={Towards Semantic Embedding in Visual Vocabulary},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, 918-925} 
    
    
    
    
  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2009: Vocabulary hierarchy optimization,
    
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    
    Title={Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1161-1168}} 
    
    
    
    
  • Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang.
    Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    
    @inproceedings{CSVT: 16,
    
     Author={Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, and Qingming Huang},
    
    Title={Social Attribute-aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection},
    
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    
    Year={2016}, Accept}
    
    
    
    
  • Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua.
    Predicting Personalized Emotion Perceptions of Social Images. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 16,
    
     Author={Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, and Tat-Seng Chua},
    
    Title={Predicting Personalized Emotion Perceptions of Social Images},
    
    Booktitle={ACM Multimedia},
    
    Year={2016}, Accept}
    
    
    
    
  • Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li.
    When Location Meets Social Multimedia: A Comprehensive Survey on Location-Aware Social Multimedia. [pdf] [bibtex]
    ACM Transactions on Intelligent System and Technology (TIST).
    
    
    @inproceedings{TIST: Review,
    
     Author={Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li},
    
    Title={When Location Meets Social Multimedia: A Comprehensive Survey on Recognition and Mining of Location-Aware Social Multimedia},
    
    Booktitle={ACM Transactions on Intelligent System and Technology},
    
    Year={2015},Vol={6},No={1},pp={1-18}}
    
    
    
    
  • Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang.
    Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{Multimedia: VSO,
    
     Author={Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang},
    
    Title={Large-scale Visual Sentiment Ontology and Detectors using Adjective Noun Pairs},
    
    Booktitle={ACM Multimedia},
    
    Year={2013},pp={223-232}}
    
    
    
    
  • Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian.
    Mining Flickr Landmarks by Modeling Reconstruction Sparsity. [pdf] [bibtex]
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP).
    
    
    @inproceedings{Multimedia Computing, Communications and Applications: Mining City Landmarks,
    
    Author={Rongrong Ji, Yue Gao, Bineng Zhong, Hongxun Yao, and Qi Tian},
    
    Title={Mining City Landmarks by Modeling Reconstruction Sparsity},
    
    Booktitle={ACM Transactions on Multimedia Computing, Communications and Applications},
    
    Year={2011},Vol={7S},No={1},pp={31-53}}
    
    
    
    
  • Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian.
    Learning Heterogeneous Data for Hierarchical Web Video Classification [pdf] [bibtex]
    ACM Multimedia (MM Oral).
    
    
    @inproceedings{ACM Multimedia 2011:hierarchical web video classification,
    
    Author={Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, and Qi Tian},
    
    Title={Learning Heterogeneous Data for Hierarchical Web Video Classification.},
    
    Booktitle={ACM Multimedia},
    
    Year={2011}, pp={433-442}}
    
    
    
    
  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Mining City Landmarks from Blogs by Graph Modeling. [pdf] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{ACM Multimedia-graph modeling,
    
    Author={Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma},
    
    Title={Mining City Landmarks from Blogs by Graph Modeling},
    
    Booktitle={ACM Multimedia, Year={2009}, pp={105-114}} 
    
    
    
    
  • Rongrong Ji, Liujuan Cao, Yan Wang.
    Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{PR: 16,
    
     Author={Rongrong Ji, Liujuan Cao, Yan Wang},
    
    Title={Joint Depth and Semantic Inference from a Single Image via Elastic Conditional Random Field},
    
    Booktitle={Pattern Recognition},
    
    Year={2016}, Accept}
    
    
    
    
  • Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang, Feng Guo, Yue Gao, and Debin Zhao.
    Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    
    @inproceedings{ECCV: 16,
    
     Author={Yan Zhang, Rongrong Ji, Xiaopeng Fan, Yan Wang,  Feng Guo, Yue Gao, and Debin Zhao},
    
    Title={Search-based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference},
    
    Booktitle={European Conference on Computer Vision},
    
    Year={2016}, Accept}
    
    
    
    
  • Wei Liu, Rongrong Ji, Shaozi Li.
    Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{cvpr: pointcloud,
    
     Author={ Wei Liu, Rongrong Ji, Shaozi Li},
    
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2015}}
    
    
    
    
  • Yue Gao, Rongrong Ji (corresponding author), Longfei Zhang, Alex Hauptmann.
    Symbiotic Tracker Ensemble Towards A Unified Tracking Framework. [pdf] [bibtex]
    IEEE Transactions on Circuits and Systems for Video Technology (CSVT).
    
    
    @inproceedings{CSVT: Symbiotic Tracker,
    
    Author={Yue Gao, Rongrong Ji, Longfei Zhang, Alex Hauptmann},
    
    Title={Symbiotic Tracker Ensemble Towards A Unified Tracking Framework},
    
    Booktitle={IEEE Transactions on Circuits and Systems for Video Technology},
    
    Year={In Press, 2014}}
    
    
    
    
  • Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao.
    Spatiotemporal Grid Flow for Video Retargeting. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP:Retargeting,
    
    Author={Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao},
    
    Title={Spatiotemporal Grid Flow for Video Retargeting},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={4},pp={1615-1628}}
    
    
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{Pattern Recognition: Visual Tracking,
    
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang},
    
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    
    Booktitle={Pattern Recognition},
    
    Year={2014},Vol={47},No={3},pp={1395-1410}}
    
    
    
    
  • Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji.
    RGBD Salient Object Detection: A Benchmark and Algorithms. [pdf] [bibtex]
    European Conference on Computer Vision (ECCV).
    
    
    @inproceedings{eccv: saliency,
    
    Author={Houwen Peng, Bing Li, Weihua Xiong, Weiming Hu, Rongrong Ji},
    
    Title={RGBD Salient Object Detection: A Benchmark and Algorithms},
    
    Booktitle={European Conference on Computer Vision},
    
    Year={2014}}
    
    
    
    
  • Yan Wang, Rongrong Ji, and Shih-Fu Chang.
    Label Propagation from ImageNet to 3D Point Clouds. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR2013: Label Propagation,
    
     Author={Yan Wang, Rongrong Ji, and Shih-Fu Chang},
    
    Title={Label Propagation from ImageNet to 3D Point Clouds},
    
    Booktitle={Proceedings of Computer Vision and Patten Recognition}, Accept, Year={2013}} 
    
    
    
    
  • Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang.
    Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. [pdf] [bibtex]
    Pattern Recognition (PR).
    
    
    @inproceedings{Pattern Recognition: Visual Tracking,
    
    Author={Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Tat-Jun Chin, Hanzi Wang},
    
    Title={Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles},
    
    Booktitle={Pattern Recognition},
    
    Year={2014},Vol={47},No={3},pp={1395-1410}}
    
    
    
    
  • Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao.
    Novel Observation Model for Probabilistic Object Tracking. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).
    
    
    @inproceedings{CVPR 2010: probabilistic object tracking,
    
    Author={Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, and Wen Gao},
    
    Title={Novel Observation Model for Probabilistic Object Tracking},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition},Year={2009}, pp={1387-1394}} 
    
    
    
    
  • Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji*.
    Learning-based Shadow Recognition and Removal from Monochromatic Natural Images. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 16,
    
     Author={Mingliang Xu, Jiejie Zhu, Pei Lv, Bing Zhou, Marshall Tappen, and Rongrong Ji},
    
    Title={Learning-based Shadow Recognition and Removal from Monochromatic Natural Images},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2016}, Accept}
    
    
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua.
    Supervised Matrix Factorization for Cross-Modality Hashing. [pdf] [bibtex]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua},
    
    Title={Supervised Matrix Factorization for Cross-Modality Hashing},
    
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji*.
    Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. [pdf] [bibtex]
    International Journal of Computer Vision (IJCV).
    
    
    @inproceedings{IJCV: Tracking,
    
     Author={Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji},
    
    Title={Bounding Multiple Gaussians Uncertainty with Application to Object Tracking},
    
    Booktitle={International Journal of Computer Vision},
    
    Year={2016}, DOI: 10.1007/s11263-016-0880-y}
    
    
    
    
  • Wei Liu, Rongrong Ji, Shaozi Li.
    Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{cvpr: pointcloud,
    
     Author={ Wei Liu, Rongrong Ji, Shaozi Li},
    
    Title={Understanding Image Structure via Hierarchical Shape Parsing},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2015}}
    
    
    
    
  • Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li.
    Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer. [pdf] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: b,
    
     Author={Liujuan Cao, Rongrong Ji, Cheng Wang, and Jonathan Li},
    
    Title={Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer},
    
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Ling Cai, Rongrong Ji, Wei Liu, Gang Hua.
    Modeling Inter- and Intra-Part Deformations for Object Structure Parsing. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{ijcai: parsing,
    
     Author={ Ling Cai, Rongrong Ji, Wei Liu, Gang Hua},
    
    Title={Modeling Inter- and Intra-Part Deformations for Object Structure Parsing},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2015}}
    
    
    
    
  • Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang.
    Low-Rank Similarity Metric Learning in High Dimensions. [pdf] [bibtex]
    AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{aaai: lowrank,
    
     Author={ Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang},
    
    Title={Low-Rank Similarity Metric Learning in High Dimensions},
    
    Booktitle={AAAI Conference on Artificial Intelligence},
    
    Year={2015}}
    
    
    
    
  • Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li.
    Spectral-Spatial Constraint Hyperspectral Image Classification. [pdf] [bibtex]
    IEEE Transactions on Geoscience and Remote Sensing (TGRS).
    
    
    @inproceedings{Geoscience and Remote Sensing: Hyperspectral Image Classification,
    
     Author={Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li},
    
    Title={Spectral-Spatial Constraint Hyperspectral Image Classification},
    
    Booktitle={IEEE Transactions on Geoscience and Remote Sensing},
    
    Year={2014},Vol={52},No={3},pp={1811-1824}}
    
    
    
    
  • Yue Gao, Rongrong Ji(corresponding author), Peng Cui, Qionghai Dai, Gang Hua.
    Hyperspectral Image Classification Through Bilayer Graph-Based Learning. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{tip: hyperspectral,
    
     Author={Yue Gao, Rongrong Ji, Peng Cui, Qionghai Dai, Gang Hua},
    
    Title={Hyperspectral Image Classification Through Bilayer Graph-Based Learning},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2014},Vol={23},No={7},pp={2769-2778}}
    
    
    
    
  • Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji.
    Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. [pdf] [bibtex]
    IEEE Transactions on Multimedia (TMM).
    
    
    @inproceedings{Multimedia: Representative Discovery,
    
    Author={Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji},
    
    Title={Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation},
    
    Booktitle={IEEE Transactions on Multimedia},
    
    Year={2014},Vol={16},No={2},pp={470-479}}
    
    
    
    
  • Tongtao Zhang, Rongrong Ji, Wei Liu, Dacheng Tao and Gang Hua.
    Semi-Supervised Learning with Manifold Fitted Graphs. [pdf] [bibtex]
    Twitten-Thirdth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{International Joint Conference on Artificial Intelligence: Semi-Supervised Learning,
    
    Author={Tongtao Zhang, Rongrong Ji, Wei Liu, and Gang Hua},
    
    Title={Semi-Supervised Learning with Manifold Fitted Graphs},
    
    Booktitle={Proceedings of Twitten-Thirdth International Joint Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    
    
    
  • Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu.
    Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition. [pdf] [bibtex]
    Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI Conference on Artificial Intelligence: Salient Object Detection,
    
    Author={Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu},
    
    Title={Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition},
    
    Booktitle={Proceedings of Twenty-Seventh AAAI Conference on Artificial Intelligence}, Accept, Year={2013}} 
    
    
    
    
  • Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji.
    What Are We Looking For:Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR Oral).
    
    
    @inproceedings{CVPR 2012: Saccadic Eye Movements and Visual Saliency,
    
    Author={Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji},
    
    Title={What Are We Looking For: Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency},
    
    Booktitle={Proceedings of IEEE International Conference on Computer Vision and Patten Recognition}, Year={2012}} 
    
    
    
    
  • Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, and Xiaofang Zhou.
    Nonnegative Spectral Clustering with Discriminative Regularization. [pdf] [bibtex]
    Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI 2011: Nonnegative Spectral Clustering,
    
     Author={Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou},
    
    Title={Nonnegative Spectral Clustering with Discriminative Regularization},
    
    Booktitle={Proceedings of Twenty-Sixth AAAI Conference on Artificial Intelligence},
    
    Year={2011}}
    
    
    
    

2019

  • Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang.
    Category-Aware Spatial Constraint for Weakly Supervised Detection. [pdf] [code] [bibtex]
    IEEE Transactions on Image Processing (TIP).
    
    
    @inproceedings{TIP: 19,
    
     Author={Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang},
    
    Title={Category-Aware Spatial Constraint for Weakly Supervised Detection},
    
    Booktitle={IEEE Transactions on Image Processing},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Yuchao Li, Cheng Deng, Xuelong Li.
    Towards Compact ConvNets via Structure-sparsity Regularized Filter Pruning. [pdf] [code] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TNN: 19,
    
     Author={Shaohui Lin, Rongrong Ji*, Yuchao Li, Cheng Deng, Xuelong Li},
    
    Title={Towards Compact ConvNets via Structure-sparsity Regularized Filter Pruning},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Shaohui Lin, Rongrong Ji*, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann.
    Towards Optimal Structured CNN Pruning via Generative Adversarial Learning. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Shaohui Lin, Rongrong Ji*, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann},
    
    Title={Towards Optimal Structured CNN Pruning via Generative Adversarial Learning},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Jie Hu, Rongrong Ji*, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian.
    Towards Visual Feature Translation. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Jie Hu, Rongrong Ji*, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian},
    
    Title={Towards Visual Feature Translation},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Yuchao Li, Shaohui Lin, Baochang Zhang, Jianzhuang Liu, David Doermann, Yongjian Wu, Feiyue Huang, Rongrong Ji*.
    Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 19,
    
     Author={Yuchao Li, Shaohui Lin, Baochang Zhang, Jianzhuang Liu, David Doermann, Yongjian Wu, Feiyue Huang, Rongrong Ji*},
    
    Title={Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Jie Li, Baochang Zhang, Yue Gao, Yongjian Wu, Feiyue Huang.
    Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Hong Liu, Rongrong Ji*, Jie Li, Baochang Zhang, Yue Gao, Yongjian Wu, Feiyue Huang},
    
    Title={Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Xiawu Zheng, Rongrong Ji* , Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian.
    Multinomial Distribution Learning for Effective Neural Architecture Search. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision (ICCV).
    
    
    @inproceedings{ICCV: 19,
    
     Author={Xiawu Zheng, Rongrong Ji* , Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian},
    
    Title={Multinomial Distribution Learning for Effective Neural Architecture Search},
    
    Booktitle={IEEE International Conference on Computer Vision},
    
    Year={2019}, Accept}
    
                        
    
                        
  • Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Yongjian Wu, Yunsheng Wu.
    Towards Optimal Discrete Online Hashing with Balanced Similarity. [pdf] [code] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 19,
    
     Author={Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Yongjian Wu, Yunsheng Wu},
    
    Title={Towards Optimal Discrete Online Hashing with Balanced Similarity},
    
    Booktitle={Thirty-Third AAAI Conference on Artificial Intelligence},
    
    Year={2019}, Accept}
    
                        
    
                        

2018

  • Shaohui Lin, Rongrong Ji*, Chao Chen, Dacheng Tao, Jiebo Luo.
    Holistic CNN Compression via Low-rank Decomposition with Knowledge Transfer. [pdf] [code] [bibtex]
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
    
    
    @inproceedings{PAMI: 18,
    
     Author={Shaohui Lin, Rongrong Ji*, Chao Chen, Dacheng Tao, Jiebo Luo},
    
    Title={Holistic CNN Compression via Low-rank Decomposition with Knowledge Transfer},
    
    Booktitle={ IEEE Transactions on Pattern Analysis and Machine Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Shengchuan Zhang, Rongrong Ji*, Jie Hu, Xiaoqiang Lu, and Xuelong Li.
    Face Sketch Synthesis by Multidomain Adversarial Learning. [pdf] [code] [bibtex]
    IEEE Transactions on Neural Networks and Learning Systems (TNN).
    
    
    @inproceedings{TIP: 18_2,
    
     Author={Shengchuan Zhang, Rongrong Ji*, Jie Hu, Xiaoqiang Lu, and Xuelong Li},
    
    Title={Face Sketch Synthesis by MultiDomain Adversarial Learning},
    
    Booktitle={IEEE Transactions on Neural Networks and Learning Systems},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu.
    Supervised Online Hashing via Hadamard Codebook Learning. [pdf] [code] [bibtex]
    ACM Multimedia (MM).
    
    
    @inproceedings{MM: 18,
    
     Author={Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu},
    
    Title=Supervised Online Hashing via Hadamard Codebook Learning},
    
    Booktitle={ACM Multimedia},
    
    Year={2018}, Accept}
    
                        
    
                        
  • Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, Yan Wang, Feiyue Huang.
    Generative Adversarial Learning Towards Fast Weakly Supervised Detection. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, Yan Wang, Feiyue Huang},
    
    Title=Generative Adversarial Learning Towards Fast Weakly Supervised Detection},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2018},pp={5764-5773}}
    
                        
    
                        
  • Shengchuan Zhang, Rongrong Ji*, Jie Hu, Yue Gao, Chia-Wen Lin.
    Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid. [pdf] [code] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{CVPR: 18,
    
     Author={Shengchuan Zhang, Rongrong Ji*, Jie Hu, Yue Gao, Chia-Wen Lin},
    
    Title=Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid},
    
    Booktitle={International Joint Conference on Artificial Intelligence},
    
    Year={2018}, Accept}
    
                        
    
                        

2017

  • Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang.
    Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding. [pdf] [code] [bibtex]
    IEEE Transaction on Image Processing (TIP).
    
    
    @inproceedings{TIP: 17,
    
     Author={Rongrong Ji, Hong Liu, Liujuan Cao, Di Liu, Yongjian Wu, and Feiyue Huang},
    
    Title={Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding},
    
    Booktitle={ IEEE Transaction on Image Processing},
    
    Year={2017}, Vol={26},No={11},pp={5411-5420}}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Yongjian Wu, Feiyue Huang and Baochang Zhang
    Cross-Modality Binary Code Learning via Fusion Similarity Hashing. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
    
    
    @inproceedings{CVPR: 17,
    
     Author={Hong Liu, Rongrong Ji*, Yongjian Wu, Feiyue Huang and Baochang Zhang},
    
    Title={Cross-Modality Binary Code Learning via Fusion Similarity Hashing.},
    
    Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
    
    Year={2017},pp={6345-6353}}
    
                        
    
                        
  • Hong Liu, Rongrong Ji*, Yongjian Wu and Feiyue Huang
    Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. [pdf] [code] [bibtex]
    Thirty-First AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: 17,
    
     Author={Hong Liu, Rongrong Ji*, Yongjian Wu and Feiyue Huang},
    
    Title={Ordinal Constrained Binary Code Learning for Nearest Neighbor Search.},
    
    Booktitle={Thirty-First AAAI Conference on Artificial Intelligence},
    
    Year={2017}, Accept}
    
                        
    
                        

2016

  • Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua.
    Supervised Matrix Factorization for Cross-Modality Hashing. [pdf] [code] [bibtex]
    Twitten-fifth International Joint Conference on Artificial Intelligence (IJCAI).
    
    
    @inproceedings{IJCAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Gang Hua},
    
    Title={Supervised Matrix Factorization for Cross-Modality Hashing},
    
    Booktitle={Twitten-fifth International Joint Conference on Artificial Intelligence},
    
    Year={2016}, Accept}
    
    
    
    
  • Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu.
    Towards Optimal Binary Code Learning via Ordinal Embedding. [pdf] [code] [bibtex]
    Thirtieth AAAI Conference on Artificial Intelligence (AAAI).
    
    
    @inproceedings{AAAI: a,
    
     Author={Hong Liu, Rongrong Ji, Yongjian Wu, and Wei Liu},
    
    Title={Towards Optimal Binary Code Learning via Ordinal Embedding},
    
    Booktitle={Thirtieth AAAI Conference on Artificial Intelligence},
    
    Year={2016}, Accept}