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Dingrui Xue
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2020 – today
- 2026
- [j7]Yingdong Gou, Siwen Wei, Kai Xu, Jiancheng Liu, Ke Li, Bo Li, Zaikun Han
, Xin Lai
Hierarchical reinforcement learning with kill chain-informed multi-objective optimization to enhance resilience in autonomous unmanned swarm. Neural Networks 195: 108255 (2026) - 2025
- [j6]Dingrui Xue, Yuqing Lin, Siwen Wei, Zhipeng Zhang, Wanlong Qi, Jiancheng Liu, Kang Sun, Jiangying Si, Kai Xu, Jiangfeng Hu, Xin Lai, Kexin Wang:
Leveraging hierarchical temporal importance sampling and adaptive noise modulation to enhance resilience in multi-agent task execution systems. Neurocomputing 637: 130134 (2025) - [j5]Ke Li, Yuqing Lin, Xiaolong Su, Aifeng Liu, Jiancheng Liu, Wanlong Qi, Longqiang Ni, Kai Xu, Dingrui Xue, Kexin Wang:
Unified multi-agent recovery framework via multi-scale diffusion and dependency-aware hierarchical PPO for resilience enhancement. J. Big Data 12(1): 226 (2025) - [j4]Jiancheng Liu, Siwen Wei, Bo Li, Tuo Wang, Wanlong Qi, Xingye Han, Gang Hou, Ke Li, Yuqing Lin, Dingrui Xue, Kexin Wang:
Dual-timescale hierarchical MADDPG for Multi-UAV cooperative search. J. King Saud Univ. Comput. Inf. Sci. 37(6) (2025) - [j3]Kexin Wang, Dingrui Xue, Yingdong Gou, Wanlong Qi, Bo Li, Jiancheng Liu, Yinglong Feng, Yuqing Lin:
Meta-path-guided causal inference for hierarchical feature alignment and policy optimization in enhancing resilience of UWSoS. J. Supercomput. 81(2): 358 (2025) - [j2]Zaikun Han, Siwen Wei, Dingrui Xue, Yuqing Lin, Ke Li, Jiancheng Liu, Xingye Han, Gang Hou, Junxiong Ye, Kexin Wang:
MPD-RL: Meta-path-driven reinforcement learning for enhancing resilience in unmanned weapon system-of-systems. J. Supercomput. 81(8): 951 (2025) - 2024
- [j1]Kexin Wang, Yingdong Gou, Dingrui Xue, Jiancheng Liu, Wanlong Qi, Gang Hou, Bo Li:
Resilience Augmentation in Unmanned Weapon Systems via Multi-Layer Attention Graph Convolutional Neural Networks. Comput. Mater. Continua 80(2): 2941-2962 (2024) - 2021
- [c2]Dingrui Xue, Jingjun Cheng, Xiangmo Zhao, Zhen Wang
A Vehicle-in-the-Loop Simulation Test Based Digital-Twin for Intelligent Vehicles. DASC/PiCom/CBDCom/CyberSciTech 2021: 918-922 - [c1]Dingrui Xue, Nan Yang, Xiangmo Zhao, Zhen Wang:
Point-cloud Map Update for Connected and Autonomous Vehicles Based on Vehicle Infrastructure Cooperation: Framework and Field Experiments. ITSC 2021: 2062-2067
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