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Xiaozhen Lu Google Scholar
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Xiaozhen Lu, Liang Xiao, Guohang Niu, Xiangyang Ji, and Qian Wang, "Safe exploration in wireless security: A safe reinforcement learning algorithm with hierarchical structure", IEEE Transactions on Information Forensics and Security, in press.
Xiaozhen Lu, Liang Xiao, Canhuang Dai, and Huaiyu Dai, "UAV-aided cellular communications with deep reinforcement learning against jamming", IEEE Wireless Communications, vol. 27, no. 4, pp. 48-53, Aug. 2020.
Xiaozhen Lu, Xingyu Xiao, Liang Xiao, Canhuang Dai, Mugen Peng, and H Vincent Poor, "Reinforcement learning-based microgrid energy trading with a reduced power plant schedule", IEEE Internet of Things Journal, vol. 6, no. 6, pp. 10728-10737, Dec. 2019.
Xiaozhen Lu, Liang Xiao, Tangwei Xu, Yifeng Zhao, Yuliang Tang, and Weihua Zhuang, "Reinforcement learning based PHY authentication for VANETs", IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 3068-30797, Mar. 2020.
Xiaozhen Lu, Jingfang Jie, Zihan Lin, Liang Xiao, Jin Li, and Yanyong Zhang, "Reinforcement learning based energy efficient robot relay for unmanned aerial vehicles against smart jamming", SCIENCE CHINA Information Sciences, vol. 65, no. 112304, pp. 1-13, Jan. 2022.
Liang Xiao, Xiaozhen Lu, Tangwei Xu, Weihua Zhuang, and Huaiyu Dai, "Reinforcement learning based physical-layer authentication for controller area networks", IEEE Transactions on Information Forensics and Security, vol. 16, pp. 2535-2547, Feb. 2021.
Liang Xiao, Xiaozhen Lu, Tangwei Xu, Xiaoyue Wan, Wen Ji, and Yanyong Zhang, "Reinforcement learning-based mobile offloading for edge computing against jamming and interference", IEEE Transactions on Communications, vol. 68, no. 10, pp. 6114-6126, Oct. 2020.
Liang Xiao, Xiaozhen Lu, Dongjin Xu, Yuliang Tang, Lei Wang, and Weihua Zhuang, "UAV relay in VANETs against smart jamming with reinforcement learning", IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 4087-4097, May 2018. [ESI Highly Cited Paper]
Liang Xiao, Xiaoyue Wan, Xiaozhen Lu,Yanyong Zhang, and Di Wu, "IoT security techniques based on machine learning: How do IoT devices use AI to enhance security?", IEEE Signal Processing Magazine, vol. 35, no. 5, pp. 41-49, Sept. 2018. [ESI Highly Cited Paper]
Yilin Xiao, Liang Xiao, Xiaozhen Lu, Hailu Zhang, Shui Yu, and H Vincent Poor, "Deep-reinforcement-learning-based user profile perturbation for privacy-aware recommendation", IEEE Internet of Things Journal, vol. 8, no. 6, pp. 4560-4568, Mar. 2021.
Xiaozhen Lu, Xiaoyue Wan, Liang Xiao, Yuliang Tang, and Weihua Zhuang, "Learning-based rogue edge detection in VANETs with ambient radio signals", in Proc. IEEE International Conference on Communications (ICC), Kansas City, MO, May 2018.
Xiaozhen Lu, Dongjin Xu, Liang Xiao, Lei Wang, Weihua Zhuang, "Anti-jamming communication game for UAV-aided VANETs", in Proc. IEEE Global Communications Conference (GLOBECOM), Singapore, Dec. 2017.
Siyuan Hong, Xiaozhen Lu, Liang Xiao, Guohang Niu, and Helin Yang, "Reinforcement learning based sensor encryption and power control for low-latency WBANs", in Proc. International Conference on Wireless Algorithms, Systems, and Applications (WASA), Nanjing, China, Jun. 2021.
Kexin Liu, Xiaozhen Lu, Liang Xiao, and Li Xu, "Learning based energy efficient radar power control against deceptive jamming", in Proc. IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, China, Dec. 2020.
Jingfang Jie, Xiaozhen Lu, Tangwei Xu, Liang Xiao, and Yanyong Zhang, "Robot relay for UAV communications against jamming: A reinforcement learning approach", in Proc. China Conference on Internet of Things (Wireless Sensor Network), Dunhuang, China, Sept. 2020. [Excellent Paper Award]
Weihang Wang, Xiaozhen Lu, Sicong Liu, Liang Xiao, and Bo Yang, "Energy efficient relay in UAV networks against jamming: A reinforcement learning based approach", in Proc. IEEE Vehicular Technology Conference (VTC2020-Spring), Antwerp, Belgium, May 2020.
Zihan Lin, Xiaozhen Lu, Canhuang Dai, Geyi Sheng, and Liang Xiao, "Reinforcement learning based UAV trajectory and power control against jamming", in Proc. International Conference on Machine Learning for Cyber Security (ML4CS), Xi'an, China, Sept. 2019. [Best Student Paper Award]
Tangwei Xu, Xiaozhen Lu, Liang Xiao, Yuliang Tang, and Huaiyu Dai, "Voltage based authentication for controller area networks with reinforcement learning", in Proc. IEEE International Conference on Communications (ICC), Shanghai, China, May 2019.
Hongyan Li, Shi Yu, Xiaozhen Lu, Liang Xiao, and Li–Chun Wang, "Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach", in Proc. IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, Dec. 2021.
Reviewer: IEEE Transactions on Dependable and Secure Computing, IEEE Transactions on Information Forensics and Security, IEEE Journal on Selected Areas in Communications, IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, IEEE International conference on communications, etc.