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2020 – today
- 2025
[j4]Yiwen Liang
, Hui Chen, Zijia Lin, Pengzhang Liu, Jiaxing Wang, Guoxin Wang, Lin Li, Sicheng Zhao, Jungong Han, Guiguang Ding:
DAR-Prompt: Dynamic Regulation in Prompt Tuning for Multi-Label Zero-Shot Learning. IEEE Trans. Image Process. 34: 7697-7711 (2025)- [j3]Leqi Shen, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding:
Temporal Modeling With Frozen Vision-Language Foundation Models for Parameter-Efficient Text-Video Retrieval. IEEE Trans. Neural Networks Learn. Syst. 36(10): 17527-17540 (2025) - [j2]Leqi Shen, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding:
Spatio-Temporal Attention for Text-Video Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 21(11): 322:1-322:20 (2025) - [c9]Guoqiang Gong, Jiaxing Wang, Jin Xu, Deping Xiang, Zicheng Zhang, Leqi Shen, Yifeng Zhang, JunhuaShu JunhuaShu, ZhaolongXing ZhaolongXing, Zhen Chen, Pengzhang Liu, Ke Zhang:
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation. ACL (1) 2025: 23067-23077 - [c8]Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding:
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. CVPR 2025: 19702-19712 - [c7]Leqi Shen, Tianxiang Hao, Tao He, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding:
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. ICLR 2025 - [i7]Leqi Shen, Guoqiang Gong, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Guiguang Ding:
FastVID: Dynamic Density Pruning for Fast Video Large Language Models. CoRR abs/2503.11187 (2025) - [i6]Leqi Shen, Tao He, Guoqiang Gong, Fan Yang, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Guiguang Ding:
LLaVA-MLB: Mitigating and Leveraging Attention Bias for Training-Free Video LLMs. CoRR abs/2503.11205 (2025) - [i5]Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding:
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. CoRR abs/2506.08887 (2025) - [i4]Zicheng Zhang, Haoran Li, Yifeng Zhang, Guoqiang Gong, Jiaxing Wang, Pengzhang Liu, Qixia Jiang, Junxing Hu:
The Primacy of Magnitude in Low-Rank Adaptation. CoRR abs/2507.06558 (2025) - [i3]Jiaoyang Li, Jun Fang, Tianhao Gao, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang:
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning. CoRR abs/2511.20997 (2025) - 2024
- [j1]Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang, Shiming Xiang, Chunhong Pan:
Multi-task prompt tuning with soft context sharing for vision-language models. Neurocomputing 603: 128290 (2024) - [c6]Leqi Shen, Sicheng Zhao, Yifeng Zhang, Hui Chen, Jundong Zhou, Pengzhang Liu, Yongjun Bao, Guiguang Ding:
Multi-Label Learning with Block Diagonal Labels. ACM Multimedia 2024: 4832-4840 - [i2]Leqi Shen, Tianxiang Hao, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding:
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. CoRR abs/2409.01156 (2024) - 2023
- [c5]Zixuan Ding, Ao Wang, Hui Chen, Qiang Zhang, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Jungong Han:
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels. CVPR 2023: 3398-3407 - [c4]Jiaxing Wang, Yong Li, Jingwei Zhuo, Xupeng Shi, Weizhong Zhang, Lixing Gong, Tong Tao, Pengzhang Liu, Yongjun Bao, Weipeng Yan:
DynaMS: Dyanmic Margin Selection for Efficient Deep Learning. ICLR 2023 - [c3]Ao Wang, Hui Chen, Zijia Lin, Zixuan Ding, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Guiguang Ding:
Hierarchical Prompt Learning Using CLIP for Multi-label Classification with Single Positive Labels. ACM Multimedia 2023: 5594-5604 - 2022
- [c2]Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao, Weipeng Yan:
LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis. COLING 2022: 7002-7012 - [i1]Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang, Shiming Xiang, Chunhong Pan:
Prompt Tuning with Soft Context Sharing for Vision-Language Models. CoRR abs/2208.13474 (2022)
2000 – 2009
- 2009
- [c1]Pengzhang Liu, Tingzhi Shen, Yu Hu, Sanyuan Zhao:
Face Recognition Using Modular Locality Preserving Projections. CIS (1) 2009: 320-324
Coauthor Index
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