Xinqi Du

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Traffic Signal Control

Reinforcement Learning

Parameter Optimization

Mobile Telecommunications

Top Venues

Expert Syst. Appl.

Pattern Recognit.

IEEE Internet Things J.

Publications

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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
Xinqi Du, Hechang Chen, Bo Yang, Cheng Long, Songwei Zhao
HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control. Inf. Sci. 640 (2023)
Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen
District-Coupled Epidemic Control via Deep Reinforcement Learning. KSEM (2) (2022)
Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen
Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization. KSEM (2) (2022)
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) (2020)