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)

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)

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)

Make Your Training Flexible: Towards Deployment-Efficient Video Models. - Chenting Wang; Kunchang Li 002; Tianxiang Jiang; Xiangyu Zeng; Yi Wang 074; Limin Wang 002 (CoRR, 2025)