Zhen Ye

I'm an incoming PhD student in Computer Science at University of Central Florida (UCF), advised by Qian Lou. I received my M.S. in Applied Mathematics and Statistics from Johns Hopkins University (JHU), and my B.S. in Statistics from Xiamen University.

Email / Google Scholar

Research

I'm interested in LLM and agent. Currently, I'm focusing on test-time scaling for agent.

Paper

	Towards Sparse Video Understanding and Reasoning Chenwei Xu, Zhen Ye, Shang Wu, Weijian Li, Zihan Wang, Zhuofan Xia, Lie Lu, Pranav Maneriker, Fan Du, Manling Li, Han Liu CVPR, 2026 paper / project page / code
	SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports Haotian Xia, Haonan Ge, Junbo Zou, Hyun Woo Choi, Xuebin Zhang, Danny Suradja, Botao Rui, Ethan Tran, Wendy Jin, Zhen Ye, Xiyang Lin, Christopher Lai, Shengjie Zhang, Junwen Miao, Shichao Chen, Rhys Tracy, Vicente Ordonez, Weining Shen, Hanjie Chen ICLR, 2026 paper / code

Miscellanea

I love R&B music. My favorite singer is David Tao (陶喆). My favorite song is "Airport at 10:30" (飞机场的十点半).
My favorite football team is Real Madrid — Hala Madrid!