Yi-Nan He

Most-cited papers

VBench: Comprehensive Benchmark Suite for Video Generative Models
Zi-Qi Huang, Yi-Nan He, Jiashuo Yu, Fan Zhang +12 more
2023Computer Vision and Pattern Recognition2,175 citations Open access
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InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Jin-Guo Zhu, Wei-Yun Wang, Zhe Chen, Zhaoyang Liu +44 more
2025arXiv.org2,016 citations
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InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Wei-Yun Wang, Zhangwei Gao, Li-Xin Gu, Hengjun Pu +59 more
2025arXiv.org1,608 citations
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MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
Kun-Chang Li, Ya-Li Wang, Yi-Nan He, Yi-Zhuo Li +8 more
2023Computer Vision and Pattern Recognition1,442 citations Open access
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VideoChat: chat-centric video understanding
Kun-Chang Li, Yi-Nan He, Yi Wang, Yi-Zhuo Li +5 more
2023Science China Information Sciences1,032 citations Open access
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VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
Li-Min Wang, Bingkun Huang, Zhi-Yue Zhao, Zhan Tong +4 more
2023Computer Vision and Pattern Recognition895 citations Open access
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VideoMamba: State Space Model for Efficient Video Understanding
Kun-Chang Li, Xin-Hao Li, Yi Wang, Yi-Nan He +3 more
2024European Conference on Computer Vision646 citations
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InternVideo: General Video Foundation Models via Generative and Discriminative Learning
Yi Wang, Kun-Chang Li, Yi-Zhuo Li, Yi-Nan He +13 more
2022arXiv.org588 citations Open access
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InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
Yi Wang, Yi-Nan He, Yi-Zhuo Li, Kun-Chang Li +11 more
2023International Conference on Learning Representations569 citations Open access
Semantic Scholar
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
Yi Wang, Kun-Chang Li, Xin-Hao Li, Jiashuo Yu +16 more
2024European Conference on Computer Vision453 citations Open access
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LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models
Yaohui Wang, Xin-Yuan Chen, Xin Ma, Shang-Chen Zhou +16 more
2023International Journal of Computer Vision427 citations Open access
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VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
Dian Zheng, Zi-Qi Huang, Hong-Bo Liu, Kai Zou +8 more
2025arXiv.org325 citations
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VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models
Zi-Qi Huang, Fan Zhang, Xiaojie Xu, Yi-Nan He +13 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence297 citations Open access
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Unmasked Teacher: Towards Training-Efficient Video Foundation Models
Kun-Chang Li, Ya-Li Wang, Yi-Zhuo Li, Yi Wang +3 more
2023IEEE International Conference on Computer Vision291 citations Open access
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VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning
Xin-Hao Li, Ziang Yan, Desen Meng, Lu Dong +6 more
2025arXiv.org274 citations
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VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
Xin-Hao Li, Yi Wang, Jiashuo Yu, Xiang-Yun Zeng +9 more
2024arXiv.org244 citations
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InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling
Yi Wang, Xin-Hao Li, Ziang Yan, Yi-Nan He +12 more
2025arXiv.org239 citations
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InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding
Yi Wang, Kun-Chang Li, Xin-Hao Li, Jiashuo Yu +14 more
2024arXiv.org237 citations
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ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
Yi-Nan He, Bei Gan, Siyu Chen, Yichun Zhou +5 more
2021Computer Vision and Pattern Recognition234 citations Open access
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UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer
Kun-Chang Li, Ya-Li Wang, Yi-Nan He, Yizhuo Li +3 more
2022arXiv.org205 citations Open access
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UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding
Kun-Chang Li, Ya-Li Wang, Yi-Nan He, Yi-Zhuo Li +3 more
2023IEEE International Conference on Computer Vision118 citations
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InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language
Zhaoyang Liu, Yi-Nan He, Wen-Hai Wang, Wei-Yun Wang +16 more
2023arXiv.org114 citations Open access
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Highly Portable, Sensor-Based System for Human Fall Monitoring
Aihua Mao, Xuedong Ma, Yi-Nan He, Jie Luo
2017Italian National Conference on Sensors92 citations Open access
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VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
Ziang Yan, Yi-Nan He, Xin-Hao Li, Zheng-Rong Yue +5 more
2025Neural Information Processing Systems74 citations
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Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models
Wei-Chen Fan, Chenyang Si, Junhao Song, Zhen-Yu Yang +15 more
2025arXiv.org62 citations
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InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
Guo Chen, Sen Xing, Zhe Chen, Yi Wang +17 more
2022arXiv.org62 citations Open access
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OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
Qingyun Li, Zhe Chen, Wei-Yun Wang, Wen-Hai Wang +36 more
2024International Conference on Learning Representations61 citations
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INTERN: A New Learning Paradigm Towards General Vision
Jing Shao, Siyu Chen, Yangguang Li, Kun Wang +23 more
2021arXiv.org40 citations
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InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
Nian-Chen Deng, Li-Xin Gu, Sheng-Long Ye, Yi-Nan He +16 more
2025arXiv.org35 citations
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Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
Ziang Yan, Zhi-Lin Li, Yi-Nan He, Chen-Ting Wang +8 more
2024Computer Vision and Pattern Recognition35 citations Open access
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VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos
Jiashuo Yu, Yue Wu, Meng Chu, Zhi-Fei Ren +13 more
2025IEEE International Conference on Computer Vision32 citations Open access
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From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
Chao-Chao Lu, Chen Qian, Guo-Dong Zheng, Hongxing Fan +32 more
2024arXiv.org26 citations
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ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
Hong-Bo Liu, Jingwen He, Yichen Jin, Dian Zheng +10 more
2025Neural Information Processing Systems25 citations
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Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale
Yi Zou, Dongsheng Zhu, Linchao Zhu, Tong Zhu +171 more
2026arXiv.org24 citations
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DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations
Xiaohui Li, Yi-Hao Liu, Shuo Cao, Zi-Yan Chen +5 more
2025IEEE International Conference on Computer Vision22 citations Open access
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Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
Qingsong Zhao, Yi Wang, Jilan Xu, Yi-Nan He +4 more
2024Neural Information Processing Systems16 citations
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VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding
Xin-Hao Li, Yu-Han Zhu, Xiang-Yun Zeng, Yuhao Dong +23 more
2026arXiv.org14 citations
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X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
Yi-Nan He, Gengshi Huang, Siyu Chen, Jia-Ning Teng +6 more
2022European Conference on Computer Vision10 citations Open access
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InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning
Ziang Yan, Sheng Xia, Jiashuo Yu, Yueh-Hua Wu +9 more
2026arXiv.org6 citations
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Improve SegNet with feature pyramid for road scene parsing
Xinbo Ai, Yunhao Xie, Yi-Nan He, Yi Zhou
2021E3S Web of Conferences4 citations Open access
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ExpVid: A Benchmark for Experiment Video Understanding & Reasoning
Yi-Chen Xu, Yue Wu, Jiashuo Yu, Ziang Yan +8 more
2025arXiv.org3 citations
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Harvest Video Foundation Models via Efficient Post-Pretraining
Yi-Zhuo Li, Kun-Chang Li, Yi-Nan He, Yi Wang +4 more
2023arXiv.org3 citations
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ForgeryNet - Face Forgery Analysis Challenge 2021: Methods and Results
Yi-Nan He, Lu Sheng, Jing Shao, Ziwei Liu +18 more
2021arXiv.org3 citations
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Learning Discriminative Representations in Videos via Active Embedding Distance Correlation
Qingsong Zhao, Yi Wang, Yi-Nan He, Yu Qiao +1 more
2025IEEE Signal Processing Letters2 citations
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Efficient Multimodal Instruction Tuning Through Iterative Data Selection and Augmentation Under Fixed Data Budgets
Han Lin, Yi Wang, Yi-Nan He, Ya-Li Wang
2026Electronics0 citations Open access
Semantic Scholar
Exploring adaptation of VideoMAE for Audio-Visual Diarization & Social @ Ego4d Looking at me Challenge
Yi-Nan He, Guo Chen
2022arXiv.org0 citations Open access
Semantic Scholar
Inter-frame Relationship Graph Based Near-Duplicate Video Clip Detection Method
Xinbo Ai, Yi-Nan He, Yanzhu Hu, Wenjia Tian
2019Chinese Conference on Advances in Image and Graphics Technologies0 citations
Semantic Scholar
Theory of Space: Active Exploration and Spatial Belief Probing for Foundation Models
Pingyue Zhang, Zihang Huang, Yue Wang, Jie-Yu Zhang +56 more
0 citations
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Theory of Space: A Benchmark for Evaluating Spatial Belief Construction through Active Exploration
Pingyue Zhang, Zihang Huang, Yue Wang, Jie-Yu Zhang +56 more
0 citations
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