Zhen Li

Zhen Li 「李祯」

I am a final-year master's student at Beijing Institute of Technology, supervised by Prof. Yuwei Wu and Prof. Yunde Jia. I am currently interning at the Shanda AI Research, working closely with Dr. Kaipeng Zhang and Dr. Bo Zheng. Prior to that, I obtained my Bachelor's degree from the Xuteli School at Beijing Institute of Technology in 2023.

My research interests lie at (1) the intersection of vision-and-language and compositional generalization, (2) video generation incorporating 3D priors.

Email / Google Scholar / Github

Selected Publications

* indicates equal contribution. ^📧 indicates corresponding author.

	Yume1.5: A Text-Controlled Interactive World Generation Model Xiaofeng Mao, Zhen Li, Chuanhao Li, Xiaojie Xu, Kaining Ying, Tong He, Jiangmiao Pang, Yu Qiao, Kaipeng Zhang^📧, Arxiv, 2025.12 [Project Page] / [Paper] / [Code]
	Composition-Incremental Learning for Compositional Generalization Zhen Li, Yuwei Wu, Chenchen Jing, Che Sun^📧, Chuanhao Li^📧, Yunde Jia AAAI, 2026 [Paper] / [Code]
	Sekai: A Video Dataset towards World Exploration Zhen Li, Chuanhao Li^📧, Xiaofeng Mao, Shaoheng Lin, Ming Li, Shitian Zhao, Zhaopan Xu, Xinyue Li, Yukang Feng, Jianwen Sun, Zizhen Li, Fanrui Zhang, Jiaxin Ai, Zhixiang Wang, Yuwei Wu^📧, Tong He, Jiangmiao Pang, Yu Qiao, Yunde Jia, Kaipeng Zhang^📧 NeurIPS, 2025 [Project Page] / [Paper] / [Code]
	Consistency of Compositional Generalization Across Multiple Levels Chuanhao Li, Zhen Li, Chenchen Jing^📧, Xiaomeng Fan, Wenbo Ye, Yuwei Wu^📧, Yunde Jia AAAI, 2025 [Paper] / [Code]
	Multi-Sourced Compositional Generalization in Visual Question Answering Chuanhao Li, Wenbo Ye, Zhen Li, Yuwei Wu^📧, Yunde Jia IJCAI, 2025 [Paper] / [Code]
	Compositional Substitutivity of Visual Reasoning for Visual Question Answering Chuanhao Li, Zhen Li, Chenchen Jing^📧, Yuwei Wu^📧, Mingliang Zhai, Yunde Jia ECCV, 2024 [Paper] / [Code]
	SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge Chuanhao Li, Zhen Li, Chenchen Jing, Shuo Liu, Wenqi Shao, Yuwei Wu^📧, Ping Luo, Yu Qiao, Kaipeng Zhang^📧 NeurIPS, 2024 [Project Page] / [Paper] / [Code]
	In-Context Compositional Generalization for Large Vision-Language Models Chuanhao Li, Chenchen Jing, Zhen Li, Mingliang Zhai, Yuwei Wu^📧, Yunde Jia EMNLP, 2024 [Paper]
	Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language Chuanhao Li, Zhen Li, Chenchen Jing^📧, Yuwei Wu^📧, Yunde Jia CVPR, 2023 [Paper] / [Code]

Experiences

Jan. 2026 - Present,

Research Intern, Shanda AI Research.

Mentor: Kaipeng Zhang

Feb. 2025 - Dec. 2025,

Research Intern, Shanghai Artificial Intellience Laboratory.

Mentor: Kaipeng Zhang