A method for synthesis and optimization for linear nearest neighbor quantum circuits by parallel processing. - Zongyuan Zhang; Zhijin Guan; Hong Zhang; Haiying Ma; Weiping Ding 001 (Quantum Inf. Comput., 2018)

Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles. - Hongbin Liang; Xiaohui Zhang; Xintao Hong; Zongyuan Zhang; Mushu Li; Guang-Di Hu; Fen Hou (IEEE Trans. Ind. Informatics, 2021)

ROG: A High Performance and Robust Distributed Training System for Robotic IoT. - Xiuxian Guan; Zekai Sun; Shengliang Deng; Xusheng Chen; Shixiong Zhao; Zongyuan Zhang; Tianyang Duan; Yuexuan Wang; Chenshu Wu; Yong Cui 001; Libo Zhang 001; Yanjun Wu; et al. (MICRO, 2022)

New Problems in Active Sampling for Mobile Robotic Online Learning. - Xiuxian Guan; Junming Wang 001; Zekai Sun; Zongyuan Zhang; Tianyang Duan; Shengliang Deng; Fangming Liu; Heming Cui (COMPSAC, 2023)

AGRNav: Efficient and Energy-Saving Autonomous Navigation for Air-Ground Robots in Occlusion-Prone Environments. - Junming Wang 001; Zekai Sun; Xiuxian Guan; Tianxiang Shen; Zongyuan Zhang; Tianyang Duan; Dong Huang 005; Shixiong Zhao; Heming Cui (ICRA, 2024)

HE-Nav: A High-Performance and Efficient Navigation System for Aerial-Ground Robots in Cluttered Environments. - Junming Wang 001; Zekai Sun; Xiuxian Guan; Tianxiang Shen; Dong Huang 005; Zongyuan Zhang; Tianyang Duan; Fangming Liu; Heming Cui (IEEE Robotics Autom. Lett., 2024)

Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective. - Tianyang Duan; Zongyuan Zhang; Zheng Lin; Yue Gao 001; Ling Xiong; Yong Cui 001; Hongbin Liang; Xianhao Chen; Heming Cui; Dong Huang 005 (ICASSP, 2025)

State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning. - Zongyuan Zhang; Tianyang Duan; Zheng Lin; Dong Huang 005; Zihan Fang; Zekai Sun; Ling Xiong; Hongbin Liang; Heming Cui; Yong Cui 001 (CoRR, 2025)

Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks. - Zongyuan Zhang; Tianyang Duan; Zheng Lin; Dong Huang 005; Zihan Fang; Zekai Sun; Ling Xiong; Hongbin Liang; Heming Cui; Yong Cui 001; Yue Gao 001 (CoRR, 2025)