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Zhenfei Yin

Researcher, University of Oxford

5 papers at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis

#1710 · Shengyuan Liu, Boyun Zheng, Wenting Chen, ZHIHAO PENG, Zhenfei Yin, Jing Shao, Jiancong Hu, Yixuan Yuan

A Comprehensive Benchmark of MLLM for Endoscopy Analysis

LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents

#2204 · Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, LEI BAI, Wangmeng Zuo, LINGYU DUAN, Dongzhan Zhou, SHIXIANG TANG

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset

#5103 · Zhiheng Xi, Guanyu Li, YuTao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, dingjinchao, Wangmeng Zuo, Zhenfei Yin, LEI BAI, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models

#4701 · Xiaoyu Zhan, Wenxuan Huang, Hao Sun, Xinyu Fu, Changfeng Ma, Shaosheng Cao, Bohan Jia, Shaohui Lin, Zhenfei Yin, LEI BAI, Wanli Ouyang, Yuanqi Li, Jie Guo, Yanwen Guo

VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

#2310 · Li Kang, Xiufeng Song, Heng Zhou, Yiran Qin, Jie Yang, Xiaohong Liu, Philip Torr, LEI BAI, Zhenfei Yin

We propose VIKI-Bench and VIKI-R to advance visual-driven cooperation in embodied multi-agent systems.