代表论文列表 Papers

2020

  • Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Shen Chen, Qi Tian.
    Hadamard Matrix Guided Online Hashing.[pdf][code][bibtex]
    International Journal of Computer Vision (IJCV).

    @inproceedings{IJCV: 2020,
     Author={Mingbao Lin, Rongrong Ji*, Hong Liu, Xiaoshuai Sun, Shen Chen, Qi Tian.},
    Title={Hadamard Matrix Guided Online Hashing},
    Booktitle={International Journal of Computer Vision},
    Year={2020}, Accept}
  • Mingbao Lin, Rongrong Ji*, Shen Chen, Xiaoshuai Sun, Chia-Wen Lin.
    Similarity-Preserving Linkage Hashing for Online Image Retrieval. [pdf] [code] [bibtex]
    IEEE Transactions on Image Processing (TIP).

  • Mingbao Lin, Rongrong Ji*, Yan Wang, Yichen Zhang, Baochang Zhang, Yonghong Tian, Shao Ling.
    HRank: Filter Pruning using High-Rank Feature Map. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR Oral).

  • Gen Luo,Yiyi Zhou,Xiaoshuai sun,Liujuan Cao,Chenglin Wu, Cheng Deng,Rongrong Ji*.
    Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR Oral).

  • Yunhang Shen, Rongrong Ji*, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian.
    Noise-Aware Fully Webly Supervised Object Detection. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Xiawu Zheng, Rongrong Ji*, Qiang Wang, Qixiang Ye, Zhenguo Li , Yonghong Tian , Qi Tian.
    Rethinking Performance Estimation in Neural Architecture Search. [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Jie Li, Rongrong Ji*, Hong Liu, Jianzhuang Liu, Bineng Zhong, Cheng Deng, Qi Tian.
    Projection & Probability-Driven Black-Box Attack. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Fanxu Meng, Hao Cheng, Ke Li, Zhixin Xu, Rongrong Ji, Xing Sun, Guangming Lu.
    Filter Grafting for Deep Neural Networks. [pdf] [code] [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Lian Zhuo, Linlin Yang, Baochang Zhang, Qixiang Ye, David Doermann, Guodong Guo, Rongrong Ji.
    Cogradient Descent for Bilinear Optimization. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Zedu Chen, Bineng Zhong, Guorong Li, Shengping Zhang, Rongrong Ji.
    Siamese Box Adaptive Network for Visual Tracking. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Xuesong Chen, Xiyu Yan, Feng Zheng, Yong Jiang, Shutao Xia, Yong Zhao, Rongrong Ji.
    One-shot Adversarial Attacks on Visual Tracking with Dual Attention. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Xuesong Chen, Canmiao Fu, Yong Zhao, Feng Zheng*, Jingkuan Song, Rongrong Ji, Yi Yang.
    Salience-Guided Cascaded Suppression Network for Person Re-identification. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Yunpeng Zhai, Shijian Lv, Qixiang Ye, Jie Chen, Rongrong Ji, Yonghong Tian.
    AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification. [bibtex]
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

  • Kekai Sheng, Weiming Dong, Menglei Chai, Guohui Wang, Peng Zhou, Feiyue Huang, Bao-Gang Hu, Chongyang Ma, Rongrong Ji.
    Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning. [pdf] [bibtex]
    Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).

  • Hanlin Chen, Li'an Zhuo, Baochang Zhang , Xiawu Zheng, Jianzhuang Liu, David Doermann, Rongrong Ji.
    Binarized Neural Architecture Search. [pdf] [bibtex]
    Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).

  • Fengxiang Yang, Ke Li, Zhun Zhong, Zhiming Luo, Xing Sun, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, Shaozi Li.
    Asymetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification. [pdf] [bibtex]
    Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).

  • Chuming Lin, Jian Li, Yabiao Wang, Ying Tai, Donghao Luo, Zhipeng Cui, Chengjie Wang, Jilin Li, Feiyue Huang, Rongrong Ji.
    Fast Learning of Temporal Action Proposal via Dense Boundary Generator. [pdf] [bibtex]
    Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Huafeng Kuang, Rongrong Ji, Hong Liu, Shengchuan Zhang, Xiaoshuai Sun, Feiyue Huang and Baochang Zhang.
    Multi-modal Multi-layer Fusion Network with Average Binary Center Loss for Face Anti-spoofing. [pdf] [code] [bibtex]
    Proceedings of the 27th ACM International Conference on Multimedia (MM).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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. [pdf] [bibtex]
    International Joint Conference on Artificial Intelligence (IJCAI).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao.
    Hypergraph Neural Networks. [pdf] [bibtex]
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu.
    Supervised Online Hashing via Hadamard Codebook Learning. [pdf] [code] [bibtex]
    ACM Multimedia (MM).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Fuhai Chen, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu
    StructCap: Structured Semantic Embedding for Image Captioning. [pdf] [bibtex]
    ACM Multimedia (MM).

  • 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).

  • 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).

  • 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).

  • 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).

2016

  • Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji*.
    Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. <a href="http://download.springer.com/static/pdf/67/art%253A10.1007%252Fs11263-016-0880-y.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11263-016-0880-y&token2=exp=1456210875~acl=%2Fstatic%2Fpdf%2F67%2Fart%25253A10.1007%25252Fs11263-016-0880-y.pdf%3ForiginUrl%3Dhttp%253A%252F%252Flink.springer.com%252Farticle%252F10.1007%252Fs11263-016-0880-y%3Cb%3E%3Cspanlang=EN-US%20style=%27mso-bidi-font-size:8pt;font-family:Wingdings;mso-ascii-font-family:" times="" new="" roman";mso-hansi-font-family:"times="" roman";color:black;="" mso-char-type:symbol;mso-symbol-font-family:wingdings'="">*~hmac=a06172f821c19779bd9a37d58f2b3fa1e9c370372561a1180508d8de21960e68" target="_blank">[pdf] [bibtex]
    International Journal of Computer Vision (IJCV).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian.
    Task Dependent Visual Codebook Compression. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).

  • 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).

  • 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).

  • 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).

  • Rongrong Ji, Ling-Yu Duan, and Wen Gao.
    Towards Compact Topical Descriptor. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun.
    Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching. [pdf] [bibtex]
    Pattern Recognition (PR).

  • 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).

  • 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).

  • 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).

  • 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).

  • Felix X. Yu, Rongrong Ji, and Shih-Fu Chang.
    Active Query Sensing for Mobile Location Search. [pdf] [bibtex]
    ACM Multimedia (MM Oral, Best Paper).

  • 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).

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).

  • 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).

  • 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).

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).

  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Mining City Landmarks from Blogs by Graph Modeling. [pdf] [bibtex]
    ACM Multimedia (MM).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian.
    Task Dependent Visual Codebook Compression. [pdf] [bibtex]
    IEEE Transactions on Image Processing (TIP).

  • 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).

  • 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).

  • 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).

  • Rongrong Ji, Ling-Yu Duan, and Wen Gao.
    Towards Compact Topical Descriptor. [pdf] [bibtex]
    IEEE International Conference on Computer Vision and Patten Recognition (CVPR).

  • 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).

  • 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).

  • 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).

  • Rongrong Ji, Hongxun Yao, and Xiaoshuai Sun.
    Actor-Independence Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching. [pdf] [bibtex]
    Pattern Recognition (PR).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Rongrong Ji, Xing Xie, Hongxun Yao, and Wei-Ying Ma.
    Mining City Landmarks from Blogs by Graph Modeling. [pdf] [bibtex]
    ACM Multimedia (MM).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji*.
    Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. <a href="http://download.springer.com/static/pdf/67/art%253A10.1007%252Fs11263-016-0880-y.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11263-016-0880-y&token2=exp=1456210875~acl=%2Fstatic%2Fpdf%2F67%2Fart%25253A10.1007%25252Fs11263-016-0880-y.pdf%3ForiginUrl%3Dhttp%253A%252F%252Flink.springer.com%252Farticle%252F10.1007%252Fs11263-016-0880-y%3Cb%3E%3Cspanlang=EN-US%20style=%27mso-bidi-font-size:8pt;font-family:Wingdings;mso-ascii-font-family:" times="" new="" roman";mso-hansi-font-family:"times="" roman";color:black;="" mso-char-type:symbol;mso-symbol-font-family:wingdings'="">*~hmac=a06172f821c19779bd9a37d58f2b3fa1e9c370372561a1180508d8de21960e68" target="_blank">[pdf] [bibtex]
    International Journal of Computer Vision (IJCV).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

  • 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).

 

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).

  • 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).

  • Mingbao Lin, Rongrong Ji*, Hong Liu, Yongjian Wu.
    Supervised Online Hashing via Hadamard Codebook Learning. [pdf] [code] [bibtex]
    ACM Multimedia (MM).

  • 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).

  • 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).

 

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).

  • 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).

  • 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).

 

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).

  • 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).