How Far Are Video Models from True Multimodal Reasoning?
ECCV, 2026
Hello! This is Xiaotian. I am currently a Ph.D. student in the College of Information Science & Electronic Engineering at Zhejiang University, advised by Prof. Zuozhu Liu.
I received my bachelor's degree from Dalian University of Technology, where I was supervised by Prof. Risheng Liu. My current research interests lie in agent context management and generative models, with a particular focus on agent personalization and applications of video generative models. I am driven by a desire to pursue research directions that are both impactful and general. If you are seeking any form of cooperation, feel free to contact me.
ECCV, 2026
CVPR, 2026
Findings of ACL, 2026
Findings of ACL, 2025
ICLR, 2025
* indicate equal contribution For full publication list, please refer to my Google Scholar page.
Research Intern, Data-AML US, ByteDance
Nov. 2025 - Apr. 2026 Advisor: Yan Zhang
Interests: Video Generation, Video Quality Evaluation
Global Frontier Tech Recruitment Program, Valley Team, ByteDance
Aug. 2026 - Present Advisors: Hualiang Wang and Lingfeng Ming
Interests: Agentic RL, Self-evolving Agents