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2020 – today
- 2024
[j8]Tianyi Liu
, Hechang Chen, Jifeng Hu, Zhejian Yang, Bo Yu, Xinqi Du, Yinxiao Miao, Yi Chang:
Generalized multi-agent competitive reinforcement learning with differential augmentation. Expert Syst. Appl. 238(Part C): 121760 (2024)- [j7]Xinqi Du, Hechang Chen, Yongheng Xing, Philip S. Yu, Lifang He:
A Contrastive-Enhanced Ensemble Framework for Efficient Multi-Agent Reinforcement Learning. Expert Syst. Appl. 245: 123158 (2024) - [j6]Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu, Feng Wang:
A privacy-preserving federated graph learning framework for threat detection in IoT trigger-action programming. Expert Syst. Appl. 255: 124724 (2024) - [j5]Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu, Feng Wang:
CCDF-TAP: A Context-Aware Conflict Detection Framework for IoT Trigger-Action Programming With Graph Neural Network. IEEE Internet Things J. 11(19): 31534-31544 (2024) - [j4]Xinqi Du, Hechang Chen, Che Wang, Yongheng Xing, Jielong Yang, Philip S. Yu, Yi Chang, Lifang He:
Robust multi-agent reinforcement learning via Bayesian distributional value estimation. Pattern Recognit. 145: 109917 (2024) - [j3]Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen:
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 36(9): 4678-4692 (2024) - [c3]Sinuo Zhang, Jifeng Hu, Xinqi Du, Zhejian Yang, Yang Yu, Hechang Chen:
Effective State Space Exploration with Phase State Graph Generation and Goal-based Path Planning. IJCNN 2024: 1-9 - 2023
- [j2]Xinqi Du, Hechang Chen, Bo Yang, Cheng Long, Songwei Zhao:
HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control. Inf. Sci. 640: 119065 (2023) - 2022
- [c2]Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen:
District-Coupled Epidemic Control via Deep Reinforcement Learning. KSEM (2) 2022: 417-428 - [c1]Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen:
Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization. KSEM (2) 2022: 457-468 - 2020
- [j1]Jun Liu, Xinqi Du, Jun-Hong Cui, Miao Pan, Debing Wei:
Task-Oriented Intelligent Networking Architecture for the Space-Air-Ground-Aqua Integrated Network. IEEE Internet Things J. 7(6): 5345-5358 (2020)
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