Qinqin Zhou, Kekai Sheng, Xiawu Zheng, Ke Li, Yonghong Tian, Jie Chen, Rongrong Ji*.
Training-free Transformer Architecture Search with Zero-cost Proxy Guided Evolution.[pdf][bibtex]
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI).

@inproceedings{TPAMI: 2024,
Author={Qinqin Zhou, Kekai Sheng, Xiawu Zheng, Ke Li, Yonghong Tian, Jie Chen, Rongrong Ji*.},
Title={Training-free Transformer Architecture Search with Zero-cost Proxy Guided Evolution.},
Booktitle={IEEE Transactions on Pattern Analysis and Machine Intelligence},
Year={2024}}

Tianshuo Xu, Lijiang Li, Peng Mi, Xiawu Zheng, Fei Chao, Rongrong Ji, Yonghong Tian, Qiang Shen.
Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization.[pdf][bibtex]
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI).

@inproceedings{TPAMI: 2024,
Author={Tianshuo Xu, Lijiang Li, Peng Mi, Xiawu Zheng, Fei Chao*, Rongrong Ji, Yonghong Tian, Qiang Shen.},
Title={Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization.},
Booktitle={IEEE Transactions on Pattern Analysis and Machine Intelligence},
Year={2024}}

Lirui Zhao, Yue Yang, Kaipeng Zhang, Wenqi Shao, Yuxin Zhang, Yu Qiao, Ping Luo, Rongrong Ji*.
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Lirui Zhao, Yue Yang, Kaipeng Zhang, Wenqi Shao, Yuxin Zhang, Yu Qiao, Ping Luo, Rongrong Ji*.},
Title={DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

JingJing Xie, Yuxin Zhang, Mingbao Lin, ZhiHang Lin, Liujuan Cao, Rongrong Ji.
UniPTS: A Unified Framework for Proficient Post-Training Sparsity.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={JingJing Xie, Yuxin Zhang, Mingbao Lin, ZhiHang Lin, Liujuan Cao*, Rongrong Ji.},
Title={UniPTS: A Unified Framework for Proficient Post-Training Sparsity.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

You Huang, Zongyu Lan, Liujuan Cao, Xianming Lin, Shengchuan Zhang, Guannan Jiang, Rongrong Ji.
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={You Huang, Zongyu Lan, Liujuan Cao*, Xianming Lin, Shengchuan Zhang, Guannan Jiang, Rongrong Ji.},
Title={FocSAM: Delving Deeply into Focused Objects in Segmenting Anything.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Xu Peng, Junwei Zhu, Boyuan Jiang, Ying Tai, Donghao Luo, Jiangning Zhang, Wei Lin, Taisong Jin, Chengjie Wang, Rongrong Ji.
PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Xu Peng, Junwei Zhu, Boyuan Jiang, Ying Tai, Donghao Luo, Jiangning Zhang, Wei Lin, Taisong Jin✱, Chengjie Wang, Rongrong Ji.},
Title={PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Sihan Liu， Yiwei Ma， Xiaoqing Zhang， Haowei Wang，Jiayi Ji，Xiaoshuai Sun，Rongrong Ji.
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Sihan Liu， Yiwei Ma， Xiaoqing Zhang， Haowei Wang，Jiayi Ji*，Xiaoshuai Sun，Rongrong Ji.},
Title={Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Yunhang Shen, Chaoyoufu, Peixian Chen, Mengdan Zhang, Keli, Yunsheng Wu, Shaohui Lin, Rongrong Ji.
Aligning and Prompting Everything All at Once for Universal Visual Perception.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Yunhang Shen, Chaoyoufu, Peixian Chen, Mengdan Zhang, Keli, Yunsheng Wu, Shaohui Lin, Rongrong Ji.},
Title={Aligning and Prompting Everything All at Once for Universal Visual Perception.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Jinxia Xie, Bineng Zhong, Zhiyi Mo, Shengping Zhang, Liangtao Shi, Shuxiang Song, Rongrong Ji.
Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Jinxia Xie, Bineng Zhong, Zhiyi Mo, Shengping Zhang, Liangtao Shi, Shuxiang Song, Rongrong Ji.},
Title={Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Yian Zhao, Kehan Li, Zesen Cheng, Pengchong Qiao, Xiawu Zheng, Rongrong Ji, Chang Liu, Li Yuan, Jie Chen.
Graco: Granularity-Controllable Interactive Segmentation.[pdf][bibtex]
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR).

@inproceedings{CVPR: 2024,
Author={Yian Zhao, Kehan Li, Zesen Cheng, Pengchong Qiao, Xiawu Zheng, Rongrong Ji, Chang Liu, Li Yuan, Jie Chen.},
Title={Graco: Granularity-Controllable Interactive Segmentation.},
Booktitle={IEEE International Conference on Computer Vision and Pattern Recognition},
Year={2024}}

Yuxin Zhang, Yuxuan Du, Gen Luo, Yunshan Zhong, Zhenyu Zhang, Shiwei Liu, Rongrong Ji*.
CaM: Cache Merging for Memory-efficient LLMs Inference.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Yuxin Zhang, Yuxuan Du, Gen Luo, Yunshan Zhong, Zhenyu Zhang, Shiwei Liu, Rongrong Ji*.},
Title={CaM: Cache Merging for Memory-efficient LLMs Inference.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Yuxiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji*.
Outlier-aware Slicing for Post-Training Quantization in Vision Transformer.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Yuxiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji*.},
Title={Outlier-aware Slicing for Post-Training Quantization in Vision Transformer.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Xudong Li, Runze Hu, JIngyuan Zheng, Yan Zhang, Xiawu Zheng, Ke Li, Yunhang Shen, Yutao Liu, PingYang Dai, Rongrong Ji.
Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Xudong Li, Runze Hu, JIngyuan Zheng, Yan Zhang, Xiawu Zheng, Ke Li, Yunhang Shen, Yutao Liu, PingYang Dai, Rongrong Ji.},
Title={Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Xudong Li, Timin Gao, Runze Hu, Yan Zhang, Shengchuan Zhang, JIngyuan Zheng, Yunhang Shen, Ke Li, Yutao Liu, Pingyang Dai, Rongrong Ji.
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Xudong Li, Timin Gao, Runze Hu, Yan Zhang, Shengchuan Zhang, JIngyuan Zheng, Yunhang Shen, Ke Li, Yutao Liu, Pingyang Dai, Rongrong Ji.},
Title={Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Danni Yang, Jiayi Ji, Yiwei Ma, Tianyu Guo, Haowei Wang, Xiaoshuai Sun, Rongrong Ji.
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={ Danni Yang, Jiayi Ji, Yiwei Ma, Tianyu Guo, Haowei Wang, Xiaoshuai Sun*, Rongrong Ji.},
Title={SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Yiwei Ma, Zhekai Lin, Jiayi Ji, Yijun Fan, Xiaoshuai Sun, Rongrong Ji.
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Yiwei Ma, Zhekai Lin, Jiayi Ji, Yijun Fan, Xiaoshuai Sun, Rongrong Ji.},
Title={X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Yiwei Ma, Zhekai Lin, Jiayi Ji, Yijun Fan, Xiaoshuai Sun, Rongrong Ji.
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Yiwei Ma, Zhekai Lin, Jiayi Ji, Yijun Fan, Xiaoshuai Sun, Rongrong Ji.},
Title={X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Jinlu Zhang, Yiyi Zhou, Qiancheng Zheng, Xiaoxiong Du, Gen Luo, Jun Peng, Xiaoshuai Sun, Rongrong Ji.
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Jinlu Zhang, Yiyi Zhou, Qiancheng Zheng, Xiaoxiong Du, Gen Luo, Jun Peng, Xiaoshuai Sun, Rongrong Ji.},
Title={Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Yunshan Zhong, Jiawei Hu, You Huang, Yuxin Zhang, Rongrong Ji*.
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Yunshan Zhong, Jiawei Hu, You Huang, Yuxin Zhang, Rongrong Ji*.},
Title={ERQ: Error Reduction for Post-Training Quantization of Vision Transformers.},
Booktitle={International Conference on Machine Learning},
Year={2024}}

Mingrui Wu, Jiayi Ji, Oucheng Huang, Jiale Li, Yuhang Wu, Xiaoshuai Sun, Rongrong Ji.
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models.[pdf][Code][bibtex]
International Conference on Machine Learning(ICML).

@inproceedings{ICML: 2024,
Author={Mingrui Wu, Jiayi Ji, Oucheng Huang, Jiale Li, Yuhang Wu, Xiaoshuai Sun, Rongrong Ji.},
Title={Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models.},
Booktitle={International Conference on Machine Learning},
Year={2024}}