ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video. - Xinhao Li 004; Limin Wang 002 (CoRR, 2023)

VideoMamba: State Space Model for Efficient Video Understanding. - Kunchang Li 002; Xinhao Li 004; Yi Wang 074; Yinan He; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (ECCV (26), 2024)

ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video. - Xinhao Li 004; Yuhan Zhu; Limin Wang 002 (ECCV (83), 2024)

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Zun Wang; Yansong Shi; Tianxiang Jiang; Songze Li; et al. (ECCV (85), 2024)

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation. - Yi Wang 074; Yinan He; Yizhuo Li 001; Kunchang Li 002; Jiashuo Yu; Xin Ma; Xinhao Li 004; Guo Chen 006; Xinyuan Chen; Yaohui Wang 001; Ping Luo 002; Ziwei Liu 002; et al. (ICLR, 2024)

InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Jilan Xu; Zun Wang; Yansong Shi; Tianxiang Jiang; et al. (CoRR, 2024)

VideoEval: Comprehensive Benchmark Suite for Low-Cost Evaluation of Video Foundation Model. - Xinhao Li 004; Zhenpeng Huang; Jing Wang; Kunchang Li 002; Limin Wang 002 (CoRR, 2024)

Online Video Understanding: OVBench and VideoChat-Online. - Zhenpeng Huang; Xinhao Li 004; Jiaqi Li; Jing Wang; Xiangyu Zeng; Cheng Liang; Tao Wu 020; Xi Chen; Liang Li; Limin Wang 002 (CVPR, 2025)

Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment. - Ziang Yan; Zhilin Li; Yinan He; Chenting Wang; Kunchang Li 002; Xinhao Li 004; Xiangyu Zeng; Zilei Wang; Yali Wang 001; Yu Qiao 001; Limin Wang 002; Yi Wang 074 (CVPR, 2025)

TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning. - Xiangyu Zeng; Kunchang Li 002; Chenting Wang; Xinhao Li 004; Tianxiang Jiang; Ziang Yan; Songze Li; Yansong Shi; Zhengrong Yue; Yi Wang 074; Yali Wang 001; Yu Qiao 001; et al. (ICLR, 2025)

Fine-grained Video-Text Retrieval: A New Benchmark and Method. - Yifan Xu; Xinhao Li 004; Yichun Yang; Rui Huang; Limin Wang 002 (CoRR, 2025)

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling. - Xinhao Li 004; Yi Wang 074; Jiashuo Yu; Xiangyu Zeng; Yuhan Zhu; Haian Huang; Jianfei Gao 003; Kunchang Li 002; Yinan He; Chenting Wang; Yu Qiao 001; Yali Wang 001; et al. (CoRR, 2025)

Online Video Understanding: A Comprehensive Benchmark and Memory-Augmented Method. - Zhenpeng Huang; Xinhao Li 004; Jiaqi Li; Jing Wang; Xiangyu Zeng; Cheng Liang; Tao Wu 020; Xi Chen; Liang Li; Limin Wang 002 (CoRR, 2025)

InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling. - Yi Wang 074; Xinhao Li 004; Ziang Yan; Yinan He; Jiashuo Yu; Xiangyu Zeng; Chenting Wang; Changlian Ma; Haian Huang; Jianfei Gao 003; Min Dou; Kai Chen 026; et al. (CoRR, 2025)

VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning. - Xinhao Li 004; Ziang Yan; Desen Meng; Lu Dong; Xiangyu Zeng; Yinan He; Yali Wang 001; Yu Qiao 001; Yi Wang 074; Limin Wang 002 (CoRR, 2025)