Liu, Ruyang

8 publications

TMLR 2026 Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang

ICCV 2025 Flow4Agent: Long-Form Video Understanding via Motion Prior from Optical Flow Ruyang Liu, Shangkun Sun, Haoran Tang, Wei Gao, Ge Li

AAAI 2025 MUSE: Mamba Is Efficient Multi-Scale Learner for Text-Video Retrieval Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang

CVPR 2024 BT-Adapter: Video Conversation Is Feasible Without Video Instruction Tuning Ruyang Liu, Chen Li, Yixiao Ge, Thomas H. Li, Ying Shan, Ge Li

ECCV 2024 ST-LLM: Large Language Models Are Effective Temporal Learners Ruyang Liu, Chen Li, Haoran Tang, Yixiao Ge, Ying Shan, Ge Li

ICLR 2023 Causality Compensated Attention for Contextual Biased Visual Recognition Ruyang Liu, Jingjia Huang, Thomas H. Li, Ge Li

CVPR 2023 Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge Transferring Ruyang Liu, Jingjia Huang, Ge Li, Jiashi Feng, Xinglong Wu, Thomas H. Li

CVPR 2022 Contextual Debiasing for Visual Recognition with Causal Mechanisms Ruyang Liu, Hao Liu, Ge Li, Haodi Hou, TingHao Yu, Tao Yang