Pengzhang Liu - RankMe

23 papers A* 8B 1Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning. AAAI Jiaoyang Li, Jun Fang, Tianhao Gao, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2026	A*	`conf`	Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning. WWW Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2026	J	`jnl`	Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning. CoRR Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2025	—	`conf`	Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation. ACL (1) Guoqiang Gong, Jiaxing Wang, Jin Xu, Deping Xiang, Zicheng Zhang, Leqi Shen, Yifeng Zhang, JunhuaShu JunhuaShu, ZhaolongXing ZhaolongXing, Zhen Chen, Pengzhang Liu, Ke Zhang
2025	J	`jnl`	DAR-Prompt: Dynamic Regulation in Prompt Tuning for Multi-Label Zero-Shot Learning. IEEE Trans. Image Process. Yiwen Liang, Hui Chen, Zijia Lin, Pengzhang Liu, Jiaxing Wang, Guoxin Wang, Lin Li, Sicheng Zhao, Jungong Han, Guiguang Ding
2025	A*	`conf`	DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. CVPR Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding
2025	J	`jnl`	DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. CoRR Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding
2025	J	`jnl`	FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning. CoRR Jiaoyang Li, Jun Fang, Tianhao Gao, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2025	J	`jnl`	FastVID: Dynamic Density Pruning for Fast Video Large Language Models. CoRR Leqi Shen, Guoqiang Gong, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Guiguang Ding
2025	J	`jnl`	LLaVA-MLB: Mitigating and Leveraging Attention Bias for Training-Free Video LLMs. CoRR Leqi Shen, Tao He, Guoqiang Gong, Fan Yang, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Guiguang Ding
2025	J	`jnl`	Spatio-Temporal Attention for Text-Video Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Leqi Shen, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding
2025	A*	`conf`	TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. ICLR Leqi Shen, Tianxiang Hao, Tao He, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding
2025	J	`jnl`	Temporal Modeling With Frozen Vision-Language Foundation Models for Parameter-Efficient Text-Video Retrieval. IEEE Trans. Neural Networks Learn. Syst. Leqi Shen, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding
2025	J	`jnl`	The Primacy of Magnitude in Low-Rank Adaptation. CoRR Zicheng Zhang, Haoran Li, Yifeng Zhang, Guoqiang Gong, Jiaxing Wang, Pengzhang Liu, Qixia Jiang, Junxing Hu
2024	A*	`conf`	Multi-Label Learning with Block Diagonal Labels. ACM Multimedia Leqi Shen, Sicheng Zhao, Yifeng Zhang, Hui Chen, Jundong Zhou, Pengzhang Liu, Yongjun Bao, Guiguang Ding
2024	J	`jnl`	Multi-task prompt tuning with soft context sharing for vision-language models. Neurocomputing Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang, Shiming Xiang, Chunhong Pan
2024	J	`jnl`	TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. CoRR Leqi Shen, Tianxiang Hao, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding
2023	A*	`conf`	DynaMS: Dyanmic Margin Selection for Efficient Deep Learning. ICLR Jiaxing Wang, Yong Li, Jingwei Zhuo, Xupeng Shi, Weizhong Zhang, Lixing Gong, Tong Tao, Pengzhang Liu, Yongjun Bao, Weipeng Yan
2023	A*	`conf`	Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels. CVPR Zixuan Ding, Ao Wang, Hui Chen, Qiang Zhang, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Jungong Han
2023	A*	`conf`	Hierarchical Prompt Learning Using CLIP for Multi-label Classification with Single Positive Labels. ACM Multimedia Ao Wang, Hui Chen, Zijia Lin, Zixuan Ding, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Guiguang Ding
2022	B	`conf`	LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis. COLING Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao, Weipeng Yan
2022	J	`jnl`	Prompt Tuning with Soft Context Sharing for Vision-Language Models. CoRR Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang, Shiming Xiang, Chunhong Pan
2009	—	`conf`	Face Recognition Using Modular Locality Preserving Projections. CIS (1) Pengzhang Liu, Tingzhi Shen, Yu Hu, Sanyuan Zhao