Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration. - Yanbo Ding; Shaobin Zhuang; Kunchang Li 002; Zhengrong Yue; Yu Qiao 001; Yali Wang 001 (AAAI, 2025)

V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents. - Zhengrong Yue; Shaobin Zhuang; Kunchang Li 002; Yanbo Ding; Yali Wang 001 (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)

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents. - Boyu Chen; Zhengrong Yue; Siran Chen; Zikang Wang; Yang Liu; Peng Li; Yali Wang 001 (CoRR, 2025)

VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning. - Zikang Wang; Boyu Chen; Zhengrong Yue; Yi Wang 074; Yu Qiao 001; Limin Wang 002; Yali Wang 001 (CoRR, 2025)