Towards Effective and Efficient Long Video Understanding of Multimodal Large Language Models via One-shot Clip Retrieval. - Tao Chen 015; Shaobo Ju; Qiong Wu 012; Chenxin Fang; Kun Zhang; Jun Peng 007; Hui Li; Yiyi Zhou; Rongrong Ji (CoRR, 2025)

ForestPrune: High-ratio Visual Token Compression for Video Multimodal Large Language Models via Spatial-Temporal Forest Modeling. - Shaobo Ju; Baiyang Song; Tao Chen 015; Jiapeng Zhang; Qiong Wu 012; Chao Chang; HuaiXi Wang; Yiyi Zhou; Rongrong Ji (CoRR, 2026)