Qingyang Liu

Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners

Qingyang Liu, Bingjie Gao, Canmiao Fu, Zhipeng Huang, Chen Li, Feng Wang, Shuochen Chang, Shaobo Wang, Yali Wang, Keming Ye, Jiangtong Li, Li Niu

International Conference on Machine Learning (ICML 2026)

Multimodal LLM Visual Reasoning Image Generation

Bridging Visual Dynamics and Reasoning Evaluation: Multimodal Large Language Models for Short Drama Quality Assessment

Qingyang Liu, Jiangtong Li#, Zelin Peng, Shaobo Wang, Zhaohe Liao, Shuochen Chang, Bingjie Gao, Haonan Zhao, Mu Liu, Jidong Jiang, Li Niu#

Proceedings of the ACM Web Conference (WWW 2026)

Multimodal LLM Video Quality Assessment Short Drama

Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering

Jiangtong Li*, Zhaohe Liao*, Siyu Sun, Qingyang Liu, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Guang Chen, Li Niu, Changjun Jiang, Liqing Zhang

International Conference on Machine Learning (ICML 2025)

Video Question Answering Compositional Reasoning Large Language Model