SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution. - Bingzhe Wu; Haodong Duan; Zhichao Liu; Guangyu Sun 003 (CoRR, 2017)

TRB: A Novel Triplet Representation for Understanding 2D Human Body. - Haodong Duan; Kwan-Yee Lin; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Wanli Ouyang (ICCV, 2019)

Omni-Sourced Webly-Supervised Learning for Video Recognition. - Haodong Duan; Yue Zhao 006; Yuanjun Xiong; Wentao Liu 002; Dahua Lin (ECCV (15), 2020)

Revisiting Skeleton-based Action Recognition. - Haodong Duan; Yue Zhao 006; Kai Chen 026; Dian Shao; Dahua Lin; Bo Dai 002 (CoRR, 2021)

Revisiting Skeleton-based Action Recognition. - Haodong Duan; Yue Zhao 006; Kai Chen 026; Dahua Lin; Bo Dai 002 (CVPR, 2022)

TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition. - Haodong Duan; Nanxuan Zhao; Kai Chen 026; Dahua Lin (CVPR, 2022)

OCSampler: Compressing Videos to One Clip with Single-step Sampling. - Jintao Lin; Haodong Duan; Kai Chen 026; Dahua Lin; Limin Wang 002 (CVPR, 2022)

Mitigating Representation Bias in Action Recognition: Algorithms and Benchmarks. - Haodong Duan; Yue Zhao 006; Kai Chen 026; Yuanjun Xiong; Dahua Lin (ECCV Workshops (4), 2022)

PYSKL: Towards Good Practices for Skeleton Action Recognition. - Haodong Duan; Jiaqi Wang 003; Kai Chen 026; Dahua Lin (ACM Multimedia, 2022)

DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition. - Haodong Duan; Jiaqi Wang 003; Kai Chen 026; Dahua Lin (CoRR, 2022)

Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences. - Yujie Zhou; Haodong Duan; Anyi Rao; Bing Su 001; Jiaqi Wang 003 (AAAI, 2023)

SkeleTR: Towards Skeleton-based Action Recognition in the Wild. - Haodong Duan; Mingze Xu; Bing Shuai; Davide Modolo; Zhuowen Tu; Joseph Tighe; Alessandro Bergamo (ICCV, 2023)

JourneyDB: A Benchmark for Generative Image Understanding. - Keqiang Sun; Junting Pan; Yuying Ge; Hao Li 069; Haodong Duan; Xiaoshi Wu; Renrui Zhang; Aojun Zhou; Zipeng Qin; Yi Wang 074; Jifeng Dai; Yu Qiao 001; et al. (NeurIPS, 2023)

SkeleTR: Towrads Skeleton-based Action Recognition in the Wild. - Haodong Duan; Mingze Xu; Bing Shuai; Davide Modolo; Zhuowen Tu; Joseph Tighe; Alessandro Bergamo (CoRR, 2023)

InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition. - Pan Zhang 001; Xiaoyi Dong; Bin Wang 065; Yuhang Cao; Chao Xu; Linke Ouyang; Zhiyuan Zhao; Shuangrui Ding; Songyang Zhang; Haodong Duan; Wenwei Zhang; Hang Yan 001; et al. (CoRR, 2023)

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark. - Hongwei Liu; Zilong Zheng; Yuxuan Qiao; Haodong Duan; Zhiwei Fei; Fengzhe Zhou; Wenwei Zhang; Songyang Zhang; Dahua Lin; Kai Chen 026 (ACL (Findings), 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)

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs. - Jingming Zhuo; Songyang Zhang; Xinyu Fang; Haodong Duan; Dahua Lin; Kai Chen 026 (EMNLP (Findings), 2024)

VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models. - Haodong Duan; Junming Yang 001; Yuxuan Qiao; Xinyu Fang; Lin Chen 026; Yuan Liu 025; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Jiaqi Wang 003; Dahua Lin; Kai Chen 026 (ACM Multimedia, 2024)

BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues. - Haodong Duan; Jueqi Wei; Chonghua Wang; Hongwei Liu; Yixiao Fang; Songyang Zhang; Dahua Lin; Kai Chen 026 (NAACL-HLT (Findings), 2024)

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks. - Chonghua Wang; Haodong Duan; Songyang Zhang; Dahua Lin; Kai Chen 026 (NAACL-HLT, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 016; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Lin Bin; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (NeurIPS, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (NeurIPS, 2024)

GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. - Pengcheng Chen; Jin Ye 002; Guoan Wang; Yanjun Li 007; Zhongying Deng; Wei Li 044; Tianbin Li; Haodong Duan; Ziyan Huang; Yanzhou Su; Benyou Wang; Shaoting Zhang 001; et al. (NeurIPS, 2024)

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Songyang Zhang; Haodong Duan; Wenwei Zhang; Yining Li; Hang Yan 001; Yang Gao 042; et al. (NeurIPS, 2024)

MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding. - Xinyu Fang; Kangrui Mao; Haodong Duan; Xiangyu Zhao; Yining Li; Dahua Lin; Kai Chen 026 (NeurIPS, 2024)

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs. - Yuxuan Qiao; Haodong Duan; Xinyu Fang; Junming Yang 001; Lin Chen 026; Songyang Zhang; Jiaqi Wang 003; Dahua Lin; Kai Chen 026 (NeurIPS, 2024)

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Xilin Wei; Songyang Zhang; Haodong Duan; Maosong Cao; Wenwei Zhang; Yining Li; et al. (CoRR, 2024)

InternLM2 Technical Report. - Zheng Cai; Maosong Cao; Haojiong Chen; Kai Chen 026; Keyu Chen; Xin Chen; Xun Chen; Zehui Chen; Zhi Chen 006; Pei Chu; Xiaoyi Dong; Haodong Duan; et al. (CoRR, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen 026; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (CoRR, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 026; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Bin Lin 014; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (CoRR, 2024)

MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning. - Xiangyu Zhao; Xiangtai Li; Haodong Duan; Haian Huang; Yining Li; Kai Chen 026; Hua Yang 001 (CoRR, 2024)

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output. - Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Rui Qian 001; Lin Chen 026; Qipeng Guo; Haodong Duan; Bin Wang 065; Linke Ouyang; Songyang Zhang; Wenwei Zhang; et al. (CoRR, 2024)

CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution. - Maosong Cao; Alexander Lam; Haodong Duan; Hongwei Liu; Songyang Zhang; Kai Chen 026 (CoRR, 2024)

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs. - Chaoyou Fu; Yifan Zhang 004; Shukang Yin; Bo Li 080; Xinyu Fang; Sirui Zhao; Haodong Duan; Xing Sun 001; Ziwei Liu 002; Liang Wang 001; Caifeng Shan; Ran He 001 (CoRR, 2024)

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions. - Pan Zhang 001; Xiaoyi Dong; Yuhang Cao; Yuhang Zang; Rui Qian 001; Xilin Wei; Lin Chen 026; Yifei Li; Junbo Niu; Shuangrui Ding; Qipeng Guo; Haodong Duan; et al. (CoRR, 2024)

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings. - Yubo Ma; Jinsong Li 001; Yuhang Zang; Xiaobao Wu; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Jiaqi Wang 003; Yixin Cao 002; Aixin Sun (ACL (Findings), 2025)

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement. - Maosongcao Maosongcao; Taolin Zhang 003; Mo Li 012; Chuyu Zhang; Yunxin Liu; Conghui He; Haodong Duan; Songyang Zhang; Kai Chen 026 (ACL (1), 2025)

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model. - Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Ziyu Liu; Shengyuan Ding; Shenxi Wu; Yubo Ma; Haodong Duan; Wenwei Zhang; Kai Chen 026; Dahua Lin; et al. (ACL (Findings), 2025)

Redundancy Principles for MLLMs Benchmarks. - Zicheng Zhang; Xiangyu Zhao; Xinyu Fang; Chunyi Li; Xiaohong Liu 001; Xiongkuo Min; Haodong Duan; Kai Chen 026; Guangtao Zhai (ACL (1), 2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosongcao Maosongcao; Jiaqi Wang 003; Weiyun Wang; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Hua Yang 001; Haodong Duan; et al. (ACL (1), 2025)

Image Quality Assessment: From Human to Machine Preference. - Chunyi Li; Yuan Tian 017; Xiaoyue Ling; Zicheng Zhang; Haodong Duan; Haoning Wu 001; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Guo Lu; Weisi Lin; Guangtao Zhai (CVPR, 2025)

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? - Junbo Niu; Yifei Li; Ziyang Miao; Chunjiang Ge; Yuanhang Zhou; Qihao He; Xiaoyi Dong; Haodong Duan; Shuangrui Ding; Rui Qian 001; Pan Zhang 001; Yuhang Zang; et al. (CVPR, 2025)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models. - Ziyu Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Conghui He; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (ICLR, 2025)

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning. - Beichen Zhang; Yuhong Liu; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Haodong Duan; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement. - Maosong Cao; Taolin Zhang 003; Mo Li 012; Chuyu Zhang; Yunxin Liu; Haodong Duan; Songyang Zhang; Kai Chen 026 (CoRR, 2025)

VideoRoPE: What Makes for Good Video Rotary Position Embedding? - Xilin Wei; Xiaoran Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Jian Tong; Haodong Duan; Qipeng Guo; Jiaqi Wang 003; Xipeng Qiu; Dahua Lin (CoRR, 2025)

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference. - Xiangyu Zhao; Shengyuan Ding; Zicheng Zhang; Haian Huang; Maosong Cao; Weiyun Wang; Jiaqi Wang 003; Xinyu Fang; Wenhai Wang; Guangtao Zhai; Haodong Duan; Hua Yang 001; et al. (CoRR, 2025)

Visual-RFT: Visual Reinforcement Fine-Tuning. - Ziyu Liu; Zeyi Sun 002; Yuhang Zang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Information Density Principle for MLLM Benchmarks. - Chunyi Li; Xiaozhe Li; Zicheng Zhang; Yuan Tian 017; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Jia Wang 004; Haodong Duan; Kai Chen 026; Guangtao Zhai (CoRR, 2025)

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning. - Weiyun Wang; Zhangwei Gao; Lianjie Chen; Zhe Chen 017; Jinguo Zhu; Xiangyu Zhao; Yangzhou Liu; Yue Cao; Shenglong Ye; Xizhou Zhu; Lewei Lu; Haodong Duan; et al. (CoRR, 2025)

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM. - Xinyu Fang; Zhijian Chen; Kai Lan; Lixin Ma; Shengyuan Ding; Yingji Liang; Xiangyu Zhao; Farong Wen; Zicheng Zhang; Guofeng Zhang 001; Haodong Duan; Kai Chen 026; et al. (CoRR, 2025)

LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? - Kexian Tang; Junyao Gao 002; Yanhong Zeng; Haodong Duan; Yanan Sun 005; Zhening Xing; Wenran Liu; Kaifeng Lyu; Kai Chen 026 (CoRR, 2025)

Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing. - Xiangyu Zhao; Peiyuan Zhang; Kexian Tang; Hao Li 069; Zicheng Zhang; Guangtao Zhai; Junchi Yan; Hua Yang 001; Xue Yang 005; Haodong Duan (CoRR, 2025)

MM-IFEngine: Towards Multimodal Instruction Following. - Shengyuan Ding; Shenxi Wu; Xiangyu Zhao; Yuhang Zang; Haodong Duan; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling. - Siqi Li; Yufan Shen; Xiangnan Chen; Jiayi Chen; Hengwei Ju; Haodong Duan; Song Mao; Hongbin Zhou; Bo Zhang 069; Bin Fu; Pinlong Cai; Licheng Wen; et al. (CoRR, 2025)

Visual Agentic Reinforcement Fine-Tuning. - Ziyu Liu; Yuhang Zang; Yushan Zou; Zijian Liang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence. - Sihan Yang; Runsen Xu; Yiman Xie; Sizhe Yang; Mo Li 012; Jingli Lin; Chenming Zhu; Xiaochen Chen; Haodong Duan; Xiangyu Yue 001; Dahua Lin; Tai Wang; et al. (CoRR, 2025)

Affordance Benchmark for MLLMs. - Junying Wang; Wenzhe Li; Yalun Wu; Yingji Liang; Yijin Guo; Chunyi Li; Haodong Duan; Zicheng Zhang; Guangtao Zhai (CoRR, 2025)

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs. - Xiaorong Zhu; Ziheng Jia; Jiarui Wang; Xiangyu Zhao; Haodong Duan; Xiongkuo Min; Jia Wang 004; Zicheng Zhang; Guangtao Zhai (CoRR, 2025)

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems. - Xiaozhe Li; Jixuan Chen; Xinyu Fang; Shengyuan Ding; Haodong Duan; Qingwen Liu 001; Kai Chen 026 (CoRR, 2025)

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents. - Xuehui Wang; Zhenyu Wu; JingJing Xie; Zichen Ding 002; Bowen Yang; Zehao Li; Zhaoyang Liu 001; Qingyun Li; Xuan Dong; Zhe Chen 017; Weiyun Wang; Xiangyu Zhao; et al. (CoRR, 2025)

Intern-S1: A Scientific Multimodal Foundation Model. - Lei Bai 001; Zhongrui Cai; Yuhang Cao; Maosong Cao; Weihan Cao; Chiyu Chen; Haojiong Chen; Kai Chen; Pengcheng Chen; Ying Chen; Yongkang Chen; Yu Cheng; et al. (CoRR, 2025)