Man On Pun

Associate Professor, The Chinese University of Hong Kong, Shenzhen

1 paper at NeurIPS 2025

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Poster Session 4

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

VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture

#2512 · Maonan Wang, Yirong Chen, Aoyu Pang, Yuxin Cai, Chung Shue Chen, Yuheng KAN, Man On Pun

VLMLight leverages vision-language scene understanding and dual-branch reasoning to achieve safe and efficient traffic signal control, especially in critical scenarios.