A Vehicle-in-the-Loop Simulation Test Based Digital-Twin for Intelligent Vehicles. - Dingrui Xue; Jingjun Cheng; Xiangmo Zhao; Zhen Wang 025 (DASC/PiCom/CBDCom/CyberSciTech, 2021)

Point-cloud Map Update for Connected and Autonomous Vehicles Based on Vehicle Infrastructure Cooperation: Framework and Field Experiments. - Dingrui Xue; Nan Yang; Xiangmo Zhao; Zhen Wang 025 (ITSC, 2021)

Leveraging hierarchical temporal importance sampling and adaptive noise modulation to enhance resilience in multi-agent task execution systems. - Dingrui Xue; Yuqing Lin; Siwen Wei; Zhipeng Zhang; Wanlong Qi; Jiancheng Liu; Kang Sun; Jiangying Si; Kai Xu; Jiangfeng Hu; Xin Lai; Kexin Wang (Neurocomputing, 2025)

Dual-timescale hierarchical MADDPG for Multi-UAV cooperative search. - Jiancheng Liu; Siwen Wei; Bo Li; Tuo Wang; Wanlong Qi; Xingye Han; Gang Hou; Ke Li; Yuqing Lin; Dingrui Xue; Kexin Wang (J. King Saud Univ. Comput. Inf. Sci., 2025)

Meta-path-guided causal inference for hierarchical feature alignment and policy optimization in enhancing resilience of UWSoS. - Kexin Wang; Dingrui Xue; Yingdong Gou; Wanlong Qi; Bo Li; Jiancheng Liu; Yinglong Feng; Yuqing Lin (J. Supercomput., 2025)

MPD-RL: Meta-path-driven reinforcement learning for enhancing resilience in unmanned weapon system-of-systems. - Zaikun Han; Siwen Wei; Dingrui Xue; Yuqing Lin; Ke Li; Jiancheng Liu; Xingye Han; Gang Hou; Junxiong Ye; Kexin Wang (J. Supercomput., 2025)