Data-efficient Event Camera Pre-training via Disentangled Masked Modeling. - Zhenpeng Huang; Chao Li; Hao Chen 034; Yongjian Deng; Yifeng Geng; Limin Wang (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)

p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay. - Jun Zhang; Desen Meng; Ji Qi; Zhenpeng Huang; Tao Wu 020; 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)

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)

VideoCap-R1: Enhancing MLLMs for Video Captioning via Structured Thinking. - Desen Meng; Rui Huang; Zhilin Dai; Xinhao Li; Yifan Xu; Jun Zhang; Zhenpeng Huang; Meng Zhang; Lingshu Zhang; Yi Liu; Limin Wang (CoRR, 2025)