Xinqi Du

14 papers A* 1B 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on Multi-agent Reinforcement Learning for Adaptive Transportation Solutions.
SN Comput. Sci.
Jintao Liang, Xinqi Du, Yilin Liu, Ziyue Li, Haoyuan Jiang, Zhishuai Li, Cheng Long, Hua Wei, Wolfgang Ketter
2025 A* conf
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract).
ICDE
Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
2024 J jnl
A Contrastive-Enhanced Ensemble Framework for Efficient Multi-Agent Reinforcement Learning.
Expert Syst. Appl.
Xinqi Du, Hechang Chen, Yongheng Xing, Philip S. Yu, Lifang He
2024 J jnl
A privacy-preserving federated graph learning framework for threat detection in IoT trigger-action programming.
Expert Syst. Appl.
Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu, Feng Wang
2024 — conf
An Improved Probability Hypothesis Density Filter Based on Variational Bayes for Closely Spaced Multi-Target Tracking.
ICSPCC
Xingchen Jiang, Jingjie Gao, Fei Hua, Yuhai Gao, Xinqi Du, Wenqian Xu
2024 J jnl
CCDF-TAP: A Context-Aware Conflict Detection Framework for IoT Trigger-Action Programming With Graph Neural Network.
IEEE Internet Things J.
Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu, Feng Wang
2024 B conf
Effective State Space Exploration with Phase State Graph Generation and Goal-based Path Planning.
IJCNN
Sinuo Zhang, Jifeng Hu, Xinqi Du, Zhejian Yang, Yang Yu, Hechang Chen
2024 J jnl
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
2024 J jnl
Generalized multi-agent competitive reinforcement learning with differential augmentation.
Expert Syst. Appl.
Tianyi Liu, Hechang Chen, Jifeng Hu, Zhejian Yang, Bo Yu, Xinqi Du, Yinxiao Miao, Yi Chang
2024 J jnl
Robust multi-agent reinforcement learning via Bayesian distributional value estimation.
Pattern Recognit.
Xinqi Du, Hechang Chen, Che Wang, Yongheng Xing, Jielong Yang, Philip S. Yu, Yi Chang, Lifang He
2023 J jnl
HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control.
Inf. Sci.
Xinqi Du, Hechang Chen, Bo Yang, Cheng Long, Songwei Zhao
2022 — conf
District-Coupled Epidemic Control via Deep Reinforcement Learning.
KSEM (2)
Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen
2022 — conf
Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization.
KSEM (2)
Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen
2020 J jnl
Task-Oriented Intelligent Networking Architecture for the Space-Air-Ground-Aqua Integrated Network.
IEEE Internet Things J.
Jun Liu, Xinqi Du, Jun-Hong Cui, Miao Pan, Debing Wei