TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer. - Qiang Wu 010; Mingyuan Li 006; Jun Shen 001; Linyuan Lü; Bo Du 004; Ke Zhang (KDD, 2023)

FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities. - Mingyuan Li 006; Jiahao Wang; Bo Du 004; Jun Shen 001; Qiang Wu 010 (KDD (1), 2025)