Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm. - Shantian Yang; Bo Yang 011; Hau-San Wong; Zhongfeng Kang (Knowl. Based Syst., 2019)

Online transfer learning with multiple source domains for multi-class classification. - Zhongfeng Kang; Bo Yang 011; Shantian Yang; Xiaomei Fang; Changjian Zhao (Knowl. Based Syst., 2020)

A Meta Multi-agent Reinforcement Learning Algorithm for Multi-intersection Traffic Signal Control. - Shantian Yang; Bo Yang 011 (DASC/PiCom/CBDCom/CyberSciTech, 2021)

A semi-decentralized feudal multi-agent learned-goal algorithm for multi-intersection traffic signal control. - Shantian Yang; Bo Yang 011 (Knowl. Based Syst., 2021)

A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction. - Lihui Deng; Bo Yang 011; Zhongfeng Kang; Shantian Yang; Shihu Wu (Neural Networks, 2021)

IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control. - Shantian Yang; Bo Yang 011; Zhongfeng Kang; Lihui Deng (Neural Networks, 2021)

A buffered online transfer learning algorithm with multi-layer network. - Zhongfeng Kang; Bo Yang 011; Mads Nielsen; Lihui Deng; Shantian Yang (Neurocomputing, 2022)

An inductive heterogeneous graph attention-based multi-agent deep graph infomax algorithm for adaptive traffic signal control. - Shantian Yang; Bo Yang 011 (Inf. Fusion, 2022)

Causal inference multi-agent reinforcement learning for traffic signal control. - Shantian Yang; Bo Yang 011; Zheng Zeng; Zhongfeng Kang (Inf. Fusion, 2023)

Hierarchical graph multi-agent reinforcement learning for traffic signal control. - Shantian Yang (Inf. Sci., 2023)

Deep reinforcement learning for portfolio management. - Shantian Yang (Knowl. Based Syst., 2023)