SECRET: Self-Consistent Pseudo Label Refinement for Unsupervised Domain Adaptive Person Re-identification. - Tao He; Leqi Shen; Yuchen Guo; Guiguang Ding; Zhenhua Guo 005 (AAAI, 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

X-ReID: Cross-Instance Transformer for Identity-Level Person Re-Identification. - Leqi Shen; Tao He; Yuchen Guo; Guiguang Ding (CoRR, 2023)

Balanced Active Sampling for Person Re-identification. - Tao He; Leqi Shen; Guiguang Ding; Zhiheng Zhou 001; Tianshi Xu; Xiaofeng Jin; Yuheng Huang 005 (ICME, 2024)

Camera Bias Regularization for Person Re-identification. - Tao He; Leqi Shen; Guiguang Ding; Zhiheng Zhou 001; Tianshi Xu; Xiaofeng Jin; Yuheng Huang 005 (ICME, 2024)

X-ReID: Cross-Instance Transformer for Identity-Level Person Re-Identification. - Leqi Shen; Tao He; Sicheng Zhao; Zhelun Shen; Yuchen Guo; Tianshi Xu; Guiguang Ding (ICME, 2024)

Multi-Label Learning with Block Diagonal Labels. - Leqi Shen; Sicheng Zhao; Yifeng Zhang; Hui Chen 013; Jundong Zhou; Pengzhang Liu; Yongjun Bao; Guiguang Ding (ACM Multimedia, 2024)

TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. - Leqi Shen; Tianxiang Hao; Sicheng Zhao; Yifeng Zhang; Pengzhang Liu; Yongjun Bao; Guiguang Ding (CoRR, 2024)

Follow-Your-Click: Open-domain Regional Image Animation via Motion Prompts. - Yue Ma; Yingqing He; Hongfa Wang; Andong Wang; Leqi Shen; Chenyang Qi; Jixuan Ying; Chengfei Cai; Zhifeng Li 001; Heung-Yeung Shum; Wei Liu 005; Qifeng Chen (AAAI, 2025)

Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation. - Guoqiang Gong; Jiaxing Wang; Jin Xu; Deping Xiang; Zicheng Zhang; Leqi Shen; Yifeng Zhang; JunhuaShu JunhuaShu; ZhaolongXing ZhaolongXing; Zhen Chen; Pengzhang Liu; Ke Zhang (ACL (1), 2025)

DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. - Leqi Shen; Guoqiang Gong; Tianxiang Hao; Tao He; Yifeng Zhang; Pengzhang Liu; Sicheng Zhao; Jungong Han; Guiguang Ding (CVPR, 2025)

TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. - Leqi Shen; Tianxiang Hao; Tao He; Sicheng Zhao; Yifeng Zhang; Pengzhang Liu; Yongjun Bao; Guiguang Ding (ICLR, 2025)

FastVID: Dynamic Density Pruning for Fast Video Large Language Models. - Leqi Shen; Guoqiang Gong; Tao He; Yifeng Zhang; Pengzhang Liu; Sicheng Zhao; Guiguang Ding (CoRR, 2025)

LLaVA-MLB: Mitigating and Leveraging Attention Bias for Training-Free Video LLMs. - Leqi Shen; Tao He; Guoqiang Gong; Fan Yang 083; Yifeng Zhang; Pengzhang Liu; Sicheng Zhao; Guiguang Ding (CoRR, 2025)

AdaTP: Attention-Debiased Token Pruning for Video Large Language Models. - Fengyuan Sun; Leqi Shen; Hui Chen 013; Sicheng Zhao; Jungong Han; Guiguang Ding (CoRR, 2025)