Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives. - Haoning Wu 001; Erli Zhang 001; Liang Liao; Chaofeng Chen; Jingwen Hou; Annan Wang; Wenxiu Sun; Qiong Yan; Weisi Lin (ICCV, 2023)

Exploring Opinion-Unaware Video Quality Assessment with Semantic Affinity Criterion. - Haoning Wu 001; Liang Liao; Jingwen Hou; Chaofeng Chen; Erli Zhang 001; Annan Wang; Wenxiu Sun; Qiong Yan; Weisi Lin (ICME, 2023)

Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach. - Haoning Wu 001; Erli Zhang 001; Liang Liao; Chaofeng Chen; Jingwen Hou; Annan Wang; Wenxiu Sun; Qiong Yan; Weisi Lin (ACM Multimedia, 2023)

Q-Instruct: Improving Low-Level Visual Abilities for Multi-Modality Foundation Models. - Haoning Wu 001; Zicheng Zhang; Erli Zhang 001; Chaofeng Chen; Liang Liao; Annan Wang; Kaixin Xu; Chunyi Li; Jingwen Hou; Guangtao Zhai; Geng Xue; Wenxiu Sun; et al. (CVPR, 2024)

Towards Open-Ended Visual Quality Comparison. - Haoning Wu 001; Hanwei Zhu; Zicheng Zhang; Erli Zhang 001; Chaofeng Chen; Liang Liao; Chunyi Li; Annan Wang; Wenxiu Sun; Qiong Yan; Xiaohong Liu 001; Guangtao Zhai; et al. (ECCV (3), 2024)

Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision. - Haoning Wu 001; Zicheng Zhang; Erli Zhang 001; Chaofeng Chen; Liang Liao; Annan Wang; Chunyi Li; Wenxiu Sun; Qiong Yan; Guangtao Zhai; Weisi Lin (ICLR, 2024)

Q-Boost: On Visual Quality Assessment Ability of Low-Level Multi-Modality Foundation Models. - Zicheng Zhang; Haoning Wu 001; Zhongpeng Ji; Chunyi Li; Erli Zhang 001; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Fengyu Sun; Shangling Jui; Weisi Lin; Guangtao Zhai (ICME Workshops, 2024)

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels. - Haoning Wu 001; Zicheng Zhang; Weixia Zhang; Chaofeng Chen; Liang Liao; Chunyi Li; Yixuan Gao; Annan Wang; Erli Zhang 001; Wenxiu Sun; Qiong Yan; Xiongkuo Min; et al. (ICML, 2024)

A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs. - Zicheng Zhang; Haoning Wu 001; Erli Zhang 001; Guangtao Zhai; Weisi Lin (CoRR, 2024)

Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning. - Haofeng Liu; Erli Zhang 001; Junde Wu; Mingxuan Hong; Yueming Jin (CoRR, 2024)

Q-Bench$^+$+: A Benchmark for Multi-Modal Foundation Models on Low-Level Vision From Single Images to Pairs. - Zicheng Zhang; Haoning Wu 001; Erli Zhang 001; Guangtao Zhai; Weisi Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence. - Zhitao Zeng; Zhu Zhuo; Xiaojun Jia; Erli Zhang 001; Junde Wu; Jiaan Zhang; Yuxuan Wang; Chang Han Low; Jian Jiang; Zilong Zheng; Xiaochun Cao; Yutong Ban; et al. (CoRR, 2025)