DiffusionLight:a multi-agent reinforcement learning approach for traffic signal control based on shortcut-diffusion model. - Jilin Yu; Zhiwen Wang 001; Ruonan Zhang (Appl. Intell., 2025)

Learning Simultaneous and Sequential Decisions in Multi-Agent Systems With Application to Traffic Signal Control. - Haipeng Zhang 005; Zhiwen Wang 001; Jilin Yu; Ruonan Zhang; Caoqing Jiang; Gongkun Luo; Weiwei Wu 001; Wanyuan Wang (IEEE Trans. Intell. Transp. Syst., 2025)

GKC-Net: Gated KAN with Channel-Position Attention Mechanism for Image Deraining. - Mengsi Gong; Jilin Yu; Zhiwen Wang; Senlin Chi (Pattern Recognit., 2026)