Shantian Yang

15 papers A* 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AC-HGL: Heterogeneous graph representation learning through adaptive correlation for stock movement prediction. Pattern Recognit. Shantian Yang, Wenyang Deng, Zheng Zeng, Bo Yang
2026	J	`jnl`	ResKANNet: A residual Kolmogorov-Arnold network with multi-scale attention for brain tumor segmentation. Neurocomputing Zhengyi Li, Zhongfeng Kang, Yutong Wang, Xinyu Kang, Shantian Yang, Qinghua Zhao
2026	A*	`conf`	SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning. AAAI Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu
2026	J	`jnl`	SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning. CoRR Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu
2023	J	`jnl`	Causal inference multi-agent reinforcement learning for traffic signal control. Inf. Fusion Shantian Yang, Bo Yang, Zheng Zeng, Zhongfeng Kang
2023	J	`jnl`	Deep reinforcement learning for portfolio management. Knowl. Based Syst. Shantian Yang
2023	J	`jnl`	Hierarchical graph multi-agent reinforcement learning for traffic signal control. Inf. Sci. Shantian Yang
2022	J	`jnl`	A buffered online transfer learning algorithm with multi-layer network. Neurocomputing Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang
2022	J	`jnl`	An inductive heterogeneous graph attention-based multi-agent deep graph infomax algorithm for adaptive traffic signal control. Inf. Fusion Shantian Yang, Bo Yang
2021	—	`conf`	A Meta Multi-agent Reinforcement Learning Algorithm for Multi-intersection Traffic Signal Control. DASC/PiCom/CBDCom/CyberSciTech Shantian Yang, Bo Yang
2021	J	`jnl`	A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction. Neural Networks Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu Wu
2021	J	`jnl`	A semi-decentralized feudal multi-agent learned-goal algorithm for multi-intersection traffic signal control. Knowl. Based Syst. Shantian Yang, Bo Yang
2021	J	`jnl`	IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control. Neural Networks Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui Deng
2020	J	`jnl`	Online transfer learning with multiple source domains for multi-class classification. Knowl. Based Syst. Zhongfeng Kang, Bo Yang, Shantian Yang, Xiaomei Fang, Changjian Zhao
2019	J	`jnl`	Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm. Knowl. Based Syst. Shantian Yang, Bo Yang, Hau-San Wong, Zhongfeng Kang