Makeup based on segmentation and local transfer. - Yuanhan Zhang; Haidong Cui; Yidong Li; Zheng Feng (BESC, 2019)

CelebA-Spoof: Large-Scale Face Anti-spoofing Dataset with Rich Annotations. - Yuanhan Zhang; Zhenfei Yin; Yidong Li; Guojun Yin; Junjie Yan; Jing Shao; Ziwei Liu 002 (ECCV (12), 2020)

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results. - Yuanhan Zhang; Zhenfei Yin; Jing Shao; Ziwei Liu 002; Shuo Yang 003; Yuanjun Xiong; Wei Xia; Yan Xu; Man Luo; Jian Liu 036; Jianshu Li; Zhijun Chen; et al. (CoRR, 2021)

Benchmarking Omni-Vision Representation Through the Lens of Visual Realms. - Yuanhan Zhang; Zhenfei Yin; Jing Shao; Ziwei Liu 002 (ECCV (7), 2022)

On-Device Domain Generalization. - Kaiyang Zhou; Yuanhan Zhang; Yuhang Zang; Jingkang Yang; Chen Change Loy; Ziwei Liu 002 (CoRR, 2022)

3D Point Cloud Pre-training with Knowledge Distillation from 2D Images. - Yuan Yao; Yuanhan Zhang; Zhenfei Yin; Jiebo Luo 001; Wanli Ouyang; Xiaoshui Huang (CoRR, 2022)

What Makes Good Examples for Visual In-Context Learning? - Yuanhan Zhang; Kaiyang Zhou; Ziwei Liu 002 (NeurIPS, 2023)

Otter: A Multi-Modal Model with In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Jingkang Yang; Ziwei Liu 002 (CoRR, 2023)

Latent Distribution Adjusting for Face Anti-Spoofing. - Qinghong Sun; Zhenfei Yin; Yichao Wu; Yuanhan Zhang; Jing Shao (CoRR, 2023)

Learning without Forgetting for Vision-Language Models. - Da-Wei Zhou 001; Yuanhan Zhang; Jingyi Ning; Han-Jia Ye; De-Chuan Zhan; Ziwei Liu 002 (CoRR, 2023)

MIMIC-IT: Multi-Modal In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (CoRR, 2023)

FunQA: Towards Surprising Video Comprehension. - Binzhu Xie; Sicheng Zhang; Zitang Zhou; Bo Li 080; Yuanhan Zhang; Jack Hessel; Jingkang Yang; Ziwei Liu 002 (CoRR, 2023)

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images. - Zalan Fabian; Zhongqi Miao; Chunyuan Li; Yuanhan Zhang; Ziwei Liu 002; Andrés Hernández; Andrés Montes-Rojas; Rafael Escucha; Laura Siabatto; Andrés Link; Pablo Arbeláez; Rahul Dodhia; et al. (CoRR, 2023)

OtterHD: A High-Resolution Multi-modality Model. - Bo Li 080; Peiyuan Zhang; Jingkang Yang; Yuanhan Zhang; Fanyi Pu; Ziwei Liu 002 (CoRR, 2023)

VBench: Comprehensive Benchmark Suite for Video Generative Models. - Ziqi Huang; Yinan He; Jiashuo Yu; Fan Zhang; Chenyang Si; Yuming Jiang 003; Yuanhan Zhang; Tianxing Wu 002; Qingyang Jin; Nattapol Chanpaisit; Yaohui Wang 001; Xinyuan Chen; et al. (CVPR, 2024)

MMBench: Is Your Multi-modal Model an All-Around Player? - Yuan Liu 025; Haodong Duan; Yuanhan Zhang; Bo Li 080; Songyang Zhang; Wangbo Zhao; Yike Yuan; Jiaqi Wang 003; Conghui He; Ziwei Liu 002; Kai Chen 026; Dahua Lin (ECCV (6), 2024)

[inline-graphic not available: see fulltext] FunQA: Towards Surprising Video Comprehension. - Binzhu Xie; Sicheng Zhang; Zitang Zhou; Bo Li 080; Yuanhan Zhang; Jack Hessel; Jingkang Yang; Ziwei Liu 002 (ECCV (1), 2024)

Octopus: Embodied Vision-Language Programmer from Environmental Feedback. - Jingkang Yang; Yuhao Dong; Shuai Liu 002; Bo Li 080; Ziyue Wang; Haoran Tan; Chencheng Jiang; Jiamu Kang; Yuanhan Zhang; Kaiyang Zhou; Ziwei Liu 002 (ECCV (1), 2024)

Exploring the Integration of Light and Music in Artistic Furniture Design: A Study in Interaction Design Informed by Children's Climbing Behavior. - Minyu Li; Yuanhan Zhang; Ao Qi (HCI (2), 2024)

3D Point Cloud Pre-Training with Knowledge Distilled from 2D Images. - Yuan Yao; Yuanhan Zhang; Zhenfei Yin; Jiebo Luo 001; Wanli Ouyang; Xiaoshui Huang (ICME, 2024)

WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning. - Yuanhan Zhang; Kaichen Zhang; Bo Li 080; Fanyi Pu; Christopher Arif Setiadharma; Jingkang Yang; Ziwei Liu 002 (CoRR, 2024)

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (CoRR, 2024)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (CoRR, 2024)

Video Instruction Tuning With Synthetic Data. - Yuanhan Zhang; Jinming Wu; Wei Li 190; Bo Li 080; Zejun Ma; Ziwei Liu 002; Chunyuan Li (CoRR, 2024)

EgoLife: Towards Egocentric Life Assistant. - Jingkang Yang; Shuai Liu 002; Hongming Guo; Yuhao Dong; Xiamengwei Zhang; Sicheng Zhang; Pengyun Wang; Zitang Zhou; Binzhu Xie; Ziyue Wang; Bei Ouyang; Zhengyu Lin; et al. (CVPR, 2025)

LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (ICLR, 2025)

Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward. - Ruohong Zhang; Liangke Gui; Zhiqing Sun; Yihao Feng; Keyang Xu; Yuanhan Zhang; Di Fu; Chunyuan Li; Alexander G. Hauptmann; Yonatan Bisk; Yiming Yang (NAACL (Long Papers), 2025)

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models. - Kaichen Zhang; Bo Li 080; Peiyuan Zhang; Fanyi Pu; Joshua Adrian Cahyono; Kairui Hu; Shuai Liu 002; Yuanhan Zhang; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (NAACL (Findings), 2025)

Robust face anti-spoofing with Dual Probabilistic Modeling. - Yuanhan Zhang; Yichao Wu; Zhenfei Yin; Jing Shao; Ziwei Liu 002 (Pattern Recognit., 2025)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Peiyuan Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (Trans. Mach. Learn. Res., 2025)

LLaVA-Video: Video Instruction Tuning With Synthetic Data. - Yuanhan Zhang; Jinming Wu; Wei Li; Bo Li; Zejun MA; Ziwei Liu; Chunyuan Li (Trans. Mach. Learn. Res., 2025)

Long Context Transfer from Language to Vision. - Peiyuan Zhang; Kaichen Zhang; Bo Li 080; Guangtao Zeng; Jingkang Yang; Yuanhan Zhang; Ziyue Wang; Haoran Tan; Chunyuan Li; Ziwei Liu 002 (Trans. Mach. Learn. Res., 2025)

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos. - Kairui Hu; Penghao Wu; Fanyi Pu; Wang Xiao; Yuanhan Zhang; Xiang Yue; Bo Li 080; Ziwei Liu 002 (CoRR, 2025)

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness. - Dian Zheng; Ziqi Huang; Hongbo Liu; Kai Zou; Yinan He; Fan Zhang; Yuanhan Zhang; Jingwen He; Wei-Shi Zheng 001; Yu Qiao 001; Ziwei Liu 002 (CoRR, 2025)

Learning Without Forgetting for Vision-Language Models. - Da-Wei Zhou 001; Yuanhan Zhang; Yan Wang; Jingyi Ning; Han-Jia Ye; De-Chuan Zhan; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding. - Yuanhan Zhang; Yunice Chew; Yuhao Dong; Aria Leo; Bo Hu; Ziwei Liu (CoRR, 2025)

Neural Prompt Search. - Yuanhan Zhang; Kaiyang Zhou; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy. - Yuanhan Zhang; Qinghong Sun; Yichun Zhou; Zexin He; Zhenfei Yin; Kun Wang; Lu Sheng; Yu Qiao 001; Jing Shao; Ziwei Liu 002 (Int. J. Comput. Vis., 2025)

Otter: A Multi-Modal Model With In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Joshua Adrian Cahyono; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)