Publications

Ling Xing , Alex Jinpeng Wang , Rui Yan , Jinhui Tang (2025). Vision-centric Token Compression in Large Language Model. Neural Information Processing Systems.(NeurIPS).

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Bo Zhou , Liulei Li , Yujia Wang , Huafeng Liu , Yazhou Yao , Wenguan Wang (2025). UNIALIGN: Scaling Multimodal Alignment within One Unified Model. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Peng Xing , Ning Wang , Yanpeng Sun , Jinhui Tang , Zechao Li (2025). TRefine, Control and Distill: A Text-to-Image Framework for Faithful Image Generation. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Xiang Chen , Jinshan Pan , Jiangxin Dong , Jinhui Tang (2025). Towards Unified Deep Image Deraining: A Survey and a New Benchmark. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Zhixuan Li , Binqian Xu , Xiangbo Shu , Jiachao Zhang , Yazhou Yao , Guo-Sen Xie , Jinhui Tang (2025). Tensor-aggregated LoRA in Federated Fine-tuning. International Conference on Computer Vision.(ICCV).

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Gensheng Pei , Tao Chen , Yujia Wang , Xinhao Cai , Xiangbo Shu , Tianfei Zhou , Yazhou Yao (2025). Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Jiawei Gu , Ziyue Qiao , Xinming Li , Zechao Li (2025). Revitalizing SVD for Global Covariance Pooling: Halley’s Method to Overcome Over-Flattening. Neural Information Processing Systems.(NeurIPS).

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W. Jiang , S. Yang , Y. Wang , T. Yang , L. Zhang (2025). Revisiting Stochastic Multi-Level Compositional Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Jiawei Gu , Ziyue Qiao , Zechao Li (2025). Refining Norms: A Post-hoc Framework for OOD Detection in Graph Neural Networks. Neural Information Processing Systems.(NeurIPS).

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Changguanng Wu , Jiangxin Dong , Chengjian Li , Jinhui Tang (2025). Plenodium: UnderWater 3D Scene Reconstruction with Plenoptic Medium Representation. Neural Information Processing Systems.(NeurIPS).

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Yong Liu , Hang Dong , Jinshan Pan , Qingji Dong , Kai Chen , Rongxiang Zhang , Lean Fu , Fei Wang (2025). PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution. International Conference on Computer Vision.(ICCV).

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W. Jiang , J. Qin , L. Wu , C. Chen , T. Yang , L. Zhang (2025). Optimizing Unnormalized Statistical Models through Compositional Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Longquan Dai , He Wang , Jinhui Tang (2025). NoiseCtrl: A Sampling-Algorithm-Agnostic Conditional Generation Method for Diffusion Models. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Yang Yang , Hongpeng Pan , Qing-Yuan Jiang , Yi Xu , Jinhui Tang (2025). Learning to rebalance multi-modal optimization by adaptively masking subnetworks. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Jinshan Pan , Long Sun , Boming Xu , Jiangxin Dong , Jinhui Tang (2025). Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Chengxu Liu , Lu Qi , Jinshan Pan , Xueming Qian , Ming-Hsuan Yang (2025). Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model. International Conference on Computer Vision.(ICCV).

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Shihao Zhou , Jinshan Pan , Jufeng Yang (2025). Learning an adaptive sparse transformer for efficient image restoration. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Zeren Sun , Yazhou Yao , Tongliang Liu , Zechao Li , Fumin Shen , Jinhui Tang (2025). Jo-SNC: Combating Noisy Labels Through Fostering Self- and Neighbor-Consistency. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Peng Xing , Ning Wang , Jianbo Ouyang , Zechao Li (2025). Inv-Adapter: ID Customization Generation via Image Inversion and Lightweight Parameter Adapter. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Shiyu Xuan , Ming Yang , Shiliang Zhang (2025). Incremental Model Enhancement via Memory-based Contrastive Learning. International Journal of Computer Vision.(IJCV).

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Chenyi Jiang , Jianqin Zhao , Jingjing Deng , Zechao Li , Haofeng Zhang (2025). Imbuing, Enrichment and Calibration: Leveraging Language for Unseen Domain Extension. International Journal of Computer Vision.(IJCV).

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Chenyi Jiang , Shidong Wang , Yang Long , Zechao Li , Haofeng Zhang , Ling Shao (2025). Imaginary-Connected Embedding in Complex Space for Unseen Attribute-Object Discrimination. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Tianxiang Zhao , Youqing Wang , Jinlu Wang , Jiapu Wang , Mingliang Cui , Junbin Gao , Jipeng Guo (2025). Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering. Neural Information Processing Systems.(NeurIPS).

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Kaixuan Zhang , Hu Wang , Minxian Li , Mingwu Ren , Mao Ye , Xiatian Zhu (2025). High Dynamic Range Novel View Synthesis with Single Exposure. International Conference on Machine Learning.(ICML).

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Jiawei Gu , Ziyue Qiao , Zechao Li (2025). Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention. International Conference on Computer Vision.(ICCV).

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Dong Zhang , Kwang-Ting Cheng (2025). Generalized Task-Driven Medical Image Quality Enhancement With Gradient Promotion. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Hao Li , Xiang Chen , Jiangxin Dong , Jinhui Tang , Jinshan Pan (2025). FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration. International Conference on Computer Vision.(ICCV).

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Weihao Bo , Yanpeng Sun , Yu Wang , Xinyu Zhang , Zechao Li (2025). FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts. Neural Information Processing Systems.(NeurIPS).

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Junyang Chen , Jinshan Pan , Jiangxin Dong (2025). FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Meiqi Cao , Xiangbo Shu , Xin Jiang , Rui Yan , Yazhou Yao , Jinhui Tang (2025). Exploiting Frequency Dynamics for Enhanced Multimodal Event-based Action Recognition. International Conference on Computer Vision.(ICCV).

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Yejiang Wang , Yuhai Zhao , Zhengkui Wang , Ling Li , Jiapu Wang , Fangting Li , Miaomiao Huang , Shirui Pan , Xingwei Wang (2025). Equivalence is All: A Unified View for Self-supervised Graph Learning. International Conference on Machine Learning.(ICML).

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Lingshun Kong , Jiangxin Dong , Jinhui Tang , Ming-Hsuan Yang , Jinshan Pan (2025). Efficient Visual State Space Model for Image Deblurring. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Mingjun Zheng , Long Sun , Jiangxin Dong , Jinshan Pan (2025). Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Pin-Hung Kuo , Jinshan Pan , Shao-Yi Chien , Ming-Hsuan Yang (2025). Efficient Concertormer for Image Deblurring and Beyond. International Conference on Computer Vision.(ICCV).

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Zhengxue Wang , Zhiqiang Yan , Jinshan Pan , Guangwei Gao , Kai Zhang , Jian Yang (2025). DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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Hao Tang , Zechao Li , Dong Zhang , Shengfeng He , Jinhui Tang (2025). Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence.(TPAMI).

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Jiangxin Dong , Haoran Bai , Jinhui Tang , Jinshan Pan (2025). Deep unpaired blind image super-resolution using self-supervised learning and exemplar distillation. International Journal of Computer Vision.(IJCV).

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Lingshun Kong , Jiawei Zhang , Dongqing Zou , Jimmy S. J. Ren , Xiaohe Wu , Jiangxin Dong , Jinshan Pan (2025). DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models. Neural Information Processing Systems.(NeurIPS).

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Xinhao Cai , Qiuxia Lai , Gensheng Pei , Xiangbo Shu , Yazhou Yao , Wenguan Wang (2025). Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection. International Conference on Computer Vision.(ICCV).

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Peng Xing , Haofan Wang , Yanpeng Sun , Qixun Wang , Xu Bai , Hao Ai , Jen-Yuan Huang , Zechao Li (2025). CSGO: Content-Style Composition in Text-to-Image Generation. Neural Information Processing Systems.(NeurIPS).

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Mengmeng Sheng , Zeren Sun , Tianfei Zhou , Xiangbo Shu , Jinshan Pan , Yazhou Yao (2025). CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training. International Conference on Computer Vision.(ICCV).

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Yang Shen , Peng Wang , Xiu-Shen Wei , Yazhou Yao (2025). An Empirical Study on Training Paradigms for Deep Supervised Hashing. International Journal of Computer Vision.(IJCV).

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Xu Cheng , Xin Jiang , Zechao Li (2025). A Unified Interpretation of Training-Time Out-of-Distribution Detection. International Conference on Computer Vision.(ICCV).

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Duosheng Chen , Shihao Zhou , Jinshan Pan , Jinglei Shi , Lishen Qu , Jufeng Yang (2025). A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition. IEEE Conference on Computer Vision and Pattern Recognition.(CVPR).

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