Face Recognition Using Modular Locality Preserving Projections. - Pengzhang Liu; Tingzhi Shen; Yu Hu; Sanyuan Zhao (CIS (1), 2009)

LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis. - Tianhao Gao; Jun Fang; Hanyu Liu; Zhiyuan Liu; Chao Liu; Pengzhang Liu; Yongjun Bao; Weipeng Yan (COLING, 2022)

Prompt Tuning with Soft Context Sharing for Vision-Language Models. - Kun Ding; Ying Wang 008; Pengzhang Liu; Qiang Yu; Haojian Zhang; Shiming Xiang; Chunhong Pan (CoRR, 2022)

Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels. - Zixuan Ding; Ao Wang; Hui Chen 013; Qiang Zhang 020; Pengzhang Liu; Yongjun Bao; Weipeng Yan; Jungong Han (CVPR, 2023)

DynaMS: Dyanmic Margin Selection for Efficient Deep Learning. - Jiaxing Wang; Yong Li; Jingwei Zhuo; Xupeng Shi; Weizhong Zhang; Lixing Gong; Tong Tao; Pengzhang Liu; Yongjun Bao; Weipeng Yan (ICLR, 2023)

Hierarchical Prompt Learning Using CLIP for Multi-label Classification with Single Positive Labels. - Ao Wang; Hui Chen 013; Zijia Lin; Zixuan Ding; Pengzhang Liu; Yongjun Bao; Weipeng Yan; Guiguang Ding (ACM Multimedia, 2023)

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)

Multi-task prompt tuning with soft context sharing for vision-language models. - Kun Ding; Ying Wang 008; Pengzhang Liu; Qiang Yu; Haojian Zhang; Shiming Xiang; Chunhong Pan (Neurocomputing, 2024)

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)

The Primacy of Magnitude in Low-Rank Adaptation. - Zicheng Zhang; Haoran Li; Yifeng Zhang; Guoqiang Gong; Jiaxing Wang; Pengzhang Liu; Qixia Jiang; Junxing Hu (CoRR, 2025)