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Dingrui Xue

Dual-timescale hierarchical MADDPG for Multi-UAV cooperative search
2025 · Jiancheng Liu, Siwen Wei, et al. · Journal of King Saud University - Computer and Information Sciences · 17
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Resilience Augmentation in Unmanned Weapon Systems via Multi-Layer Attention Graph Convolutional Neural Networks
2024 · Kexin Wang, Yingdong Gou, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 13
Point-cloud Map Update for Connected and Autonomous Vehicles Based on Vehicle Infrastructure Cooperation: Framework and Field Experiments
2021 · Dingrui Xue, Nan Yang, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 8
Meta-path-guided causal inference for hierarchical feature alignment and policy optimization in enhancing resilience of UWSoS
2025 · Kexin Wang, Dingrui Xue, et al. · The Journal of Supercomputing · 7
Hierarchical reinforcement learning with kill chain-informed multi-objective optimization to enhance resilience in autonomous unmanned swarm
2025 · Yingdong Gou, Siwen Wei, et al. · Neural Networks · 6
A Vehicle-in-the-Loop Simulation Test Based Digital-Twin for Intelligent Vehicles
2021 · Dingrui Xue, Jingjun Cheng, et al. · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · 6
Leveraging hierarchical temporal importance sampling and adaptive noise modulation to enhance resilience in multi-agent task execution systems
2025 · Dingrui Xue, Yuqing Lin, et al. · Neurocomputing · 5
Unified multi-agent recovery framework via multi-scale diffusion and dependency-aware hierarchical PPO for resilience enhancement
2025 · Ke Li, Yuqing Lin, et al. · Journal Of Big Data · 3
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MPD-RL: Meta-path-driven reinforcement learning for enhancing resilience in unmanned weapon system-of-systems
2025 · Zaikun Han, Siwen Wei, et al. · The Journal of Supercomputing · 2
Physically consistent and domain-adaptive vehicle state prediction via Kolmogorov–Arnold networks with a differentiable dynamics prior
2026 · Dingrui Xue, Wanlong Qi, et al. · Computer-Aided Civil and Infrastructure Engineering
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Adversarial aerial multi-threat assessment: A reinforcement learning approach with dynamic feature fusion and expert reward shaping
2026 · Dingrui Xue, Yuqing Lin, et al. · Knowledge-Based Systems
Causal-intervention and uncertainty-aware resilience enhancement for multi-agent autonomous systems
2026 · Kexin Wang, Wanlong Qi, et al. · Journal of Industrial and Management Optimization
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Multi-Task Domain Adaptation with Semi-Supervised Learning for Real-World Acoustic Event Detection
2025 · Kexin Wang, Dingrui Xue, et al. · The International Journal of Acoustics and Vibration
Multimodal fusion framework: comprehensive information utilization and performance optimization in driver style classification
2024 · Yuqing Lin, Zhen Wang, et al. · International Conference on Optics, Electronics, and Communication Engineering (OECE)
Works count: 14
Citation count: 67
H-index: 6
I10-index: 2
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