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Author

Shantian Yang

Observed name: Yang, Shantian
ORCID: 0000-0003-2436-0580
Observed ORCID: 0000-0003-2436-0580
OpenAlex ID: A5038425463
IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control
2021 · Shantian Yang, Bo Yang, et al. · Neural Networks · 76
Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm
2019 · Shantian Yang, Bo Yang, et al. · Knowledge-Based Systems · 76
Causal inference multi-agent reinforcement learning for traffic signal control
2023 · Shantian Yang, Bo Yang, et al. · Information Fusion · 64
Hierarchical graph multi-agent reinforcement learning for traffic signal control
2023 · Shantian Yang · Information Sciences · 59
Deep reinforcement learning for portfolio management
2023 · Shantian Yang · Knowledge-Based Systems · 44
An inductive heterogeneous graph attention-based multi-agent deep graph infomax algorithm for adaptive traffic signal control
2022 · Shantian Yang, Bo Yang · Information Fusion · 41
Online transfer learning with multiple source domains for multi-class classification
2019 · Zhongfeng Kang, Bo Yang, et al. · Knowledge-Based Systems · 34
A semi-decentralized feudal multi-agent learned-goal algorithm for multi-intersection traffic signal control
2020 · Shantian Yang, Bo Yang · Knowledge-Based Systems · 32
A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction
2021 · Lihui Deng, Bo Yang, et al. · Neural Networks · 22
A Meta Multi-agent Reinforcement Learning Algorithm for Multi-intersection Traffic Signal Control
2021 · Shantian Yang, Bo Yang · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · 11
A buffered online transfer learning algorithm with multi-layer network
2021 · Zhongfeng Kang, Bo Yang, et al. · Neurocomputing · 8
ResKANNet: A residual Kolmogorov-Arnold network with multi-scale attention for brain tumor segmentation
2025 · Zhengyi Li, Zhongfeng Kang, et al. · Neurocomputing · 7
MSK-Net: Multi-scale spatial KANs enhanced U-shaped network for explainable 3D brain tumor segmentation
2026 · Yutong Wang, Zhongfeng Kang, et al. · Knowledge-Based Systems · 3
HMP-Net: A hierarchical multi-prior network for brain tumor segmentation integrating physics, topology, and tumor dynamics
2026 · Yutong Wang, Zhongfeng Kang, et al. · Neurocomputing · 1
AC-HGL: Heterogeneous graph representation learning through adaptive correlation for stock movement prediction
2026 · Shantian Yang, Wenyang Deng, et al. · Pattern Recognition · 1
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
2025 · Qiugang Zhan, Jinbo Cao, et al. · IEEE Transactions on Neural Networks and Learning Systems · 1
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CI-UNet: Causal-inference based UNet for medical image segmentation
2026 · Shantian Yang, Keqiang Yang · Applied Soft Computing
DIR-Net: A disentangled implicit routing network for effective time series forecasting
2026 · Jiaxue Yang, Yutong Wang, et al. · Knowledge-Based Systems
KAN-boosted Chinese online abuse detection framework with sentiment and toxicity fusion through global-local-differential attention
2026 · Yutong Wang, Zhongfeng Kang, et al. · Expert Systems with Applications
Heterogeneous graph distributional reinforcement learning for out-of-distribution traffic signal control
2026 · Shantian Yang, Zheng Zeng · Expert Systems with Applications
SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Tao, Ran, Zhan, Qiugang, et al. · arXiv (Cornell University)
SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Tao, Ran, Zhan, Qiugang, et al. · arXiv (Cornell University)
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SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Ran Tao, Qiugang Zhan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Association for Artificial Intelligence 2026, Liu, Guisong, et al. · Underline Science Inc.
Works count: 24
Citation count: 477
H-index: 10
I10-index: 10
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