Shantian Yang

According to our database, Shantian Yang authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning.

Qiugang Zhan, Jinbo Cao, Xiurui Xie, Huajin Tang, Malu Zhang, Shantian Yang, Guisong Liu

IEEE Trans. Neural Networks Learn. Syst., June, 2026

AC-HGL: Heterogeneous graph representation learning through adaptive correlation for stock movement prediction.

Shantian Yang, Wenyang Deng, Zheng Zeng, Bo Yang

Pattern Recognit., 2026

MSK-Net: Multi-scale spatial KANs enhanced U-shaped network for explainable 3D brain tumor segmentation.

Yutong Wang, Zhongfeng Kang, Xiaopeng Fan, Zijin Wu, Shantian Yang, Qinghua Zhao, Zichen Song

Knowl. Based Syst., 2026

HMP-Net: A hierarchical multi-prior network for brain tumor segmentation integrating physics, topology, and tumor dynamics.

Yutong Wang, Zhongfeng Kang, Jiaxue Yang, Shantian Yang, Qinghua Zhao, Zichen Song

Neurocomputing, 2026

ResKANNet: A residual Kolmogorov-Arnold network with multi-scale attention for brain tumor segmentation.

Zhengyi Li, Zhongfeng Kang, Yutong Wang, Xinyu Kang, Shantian Yang, Qinghua Zhao

Neurocomputing, 2026

Heterogeneous graph distributional reinforcement learning for out-of-distribution traffic signal control.

Shantian Yang, Zheng Zeng

Expert Syst. Appl., 2026

KAN-boosted Chinese online abuse detection framework with sentiment and toxicity fusion through global-local-differential attention.

Yutong Wang, Zhongfeng Kang, Jiaxue Yang, Xiaopeng Fan, Zijin Wu, Shantian Yang, Qinghua Zhao, Zichen Song

Expert Syst. Appl., 2026

SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning.

Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2023

Deep reinforcement learning for portfolio management.

Shantian Yang

Knowl. Based Syst., October, 2023

Hierarchical graph multi-agent reinforcement learning for traffic signal control.

Shantian Yang

Inf. Sci., July, 2023

Causal inference multi-agent reinforcement learning for traffic signal control.

Shantian Yang, Bo Yang, Zheng Zeng, Zhongfeng Kang

Inf. Fusion, June, 2023

2022

An inductive heterogeneous graph attention-based multi-agent deep graph infomax algorithm for adaptive traffic signal control.

Shantian Yang, Bo Yang

Inf. Fusion, 2022

A buffered online transfer learning algorithm with multi-layer network.

Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang

Neurocomputing, 2022

2021

IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control.

Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui Deng

Neural Networks, 2021

A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction.

Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu Wu

Neural Networks, 2021

A semi-decentralized feudal multi-agent learned-goal algorithm for multi-intersection traffic signal control.

Shantian Yang, Bo Yang

Knowl. Based Syst., 2021

A Meta Multi-agent Reinforcement Learning Algorithm for Multi-intersection Traffic Signal Control.

Shantian Yang, Bo Yang

Proceedings of the IEEE Intl Conf on Dependable, 2021

2020

Online transfer learning with multiple source domains for multi-class classification.

Zhongfeng Kang, Bo Yang, Shantian Yang, Xiaomei Fang, Changjian Zhao

Knowl. Based Syst., 2020

2019

Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm.

Shantian Yang, Bo Yang, Hau-San Wong, Zhongfeng Kang

Knowl. Based Syst., 2019