Reinforcement Learning-based Traffic Signal Control Using Delayed Observations for V2X. - Aoyu Pang; Zixiao Xu; Maonan Wang; Man-On Pun; Yuheng Kan (ICC, 2023)

LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments. - Maonan Wang; Aoyu Pang; Yuheng Kan; Man-On Pun; Chung Shue Chen; Bo Huang 001 (CoRR, 2024)

iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement. - Aoyu Pang; Maonan Wang; Man-On Pun; Chung Shue Chen; Xi Xiong (CoRR, 2024)

A Self-Attention CycleGAN for Cross-Domain Semi-Supervised Contactless Palmprint Recognition. - Guangnan Xin; Min Zhu; Yuze Zhou; Guanyu Jiang; Zeyu Cai; Aoyu Pang; Qi Zhu 001 (Int. J. Image Graph., 2024)

VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning. - Maonan Wang; Yirong Chen; Aoyu Pang; Yuxin Cai; Chung Shue Chen; Yuheng Kan; Man-On Pun (CoRR, 2025)