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Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu. Robust Reinforcement Learning via Progressive Task Sequence. In Proc. of 32nd International Conference on Artificial Intelligence (IJCAI'23), 455-463. (Acceptance rate: 643/4566 ~14.1% ). (2023) (通讯作者)
Tong Chen, Jiqiang Liu, Thar Baker, Yalun Wu, Yingxiao Xiang, Yike Li, Wenjia Niu, Endong Tong and Albert Y. Zomaya: A Mutual Information-based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. IEEE Transactions on Artificial Intelligence.1-13 (2022). (通讯作者)
Yingxiao Xiang, Chao Li, Tong Chen, Yike Li, Endong Tong, Wenjia Niu, Qiong Li, Jiqiang Liu and Wei Wang: Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System. IEICE Transactions on Information and Systems. E105-D(2):280-288 (2022). (通讯作者)
Yike Li, Wenjia Niu, Yunzhe Tian, Tong Chen, Zhiqiang Xie, Yalun Wu, Yingxiao Xiang, Endong Tong, Thar Baker and Jiqiang Liu: Multi-Agent Reinforcement Learning-based Signal Planning for Resisting Congestion Attack in Green Transportation. IEEE Transactions on Green Communications and Networking. 1-12 (2022). (通讯作者)
Xingyu Wu, Ziyan Qiao, Xingjuan Cai, Qian Wang, Zhiqiang Xie, Rui Sun, Dong Zi, Wenjia Niu and Endong Tong. Security Analysis and Blockchain-Powered Mobile APPs Connected with In-Vehicle Networks by Context-Based Reverse Engineering. Security and Communication Networks. (2022). (通讯作者)
Ziyan Qiao, Rui Sun, Shiyao Chen, Dong Zi, Xingyu Wu, Qian Wang, Endong Tong, Wenjia Niu and Jiqiang Liu: Adapting on Road Traffic-oriented Controlled Optimization of Phases to Heterogeneous Intersections. IIP 2022. (通讯作者)
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen: Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. International Journal of Intelligent Systems. 36(5): 2323-2346 (2021) . (通讯作者)
Endong Tong, Wenjia Niu, Yunzhe Tian, Jiqiang Liu, Thar Baker, Sandeep Verma, Zheli Liu: A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things. IEEE Transactions on Green Communications and Networking. 5(2): 645-657 (2021) .
Yingdi Wang, Jiqiang Liu, Wenjia Niu and Endong Tong: A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning. Journal of Circuits, Systems and Computers. 30(13) (2021). (通讯作者)
Yunzhe Tian, Jiqiang Liu, Endong Tong, Wenjia Niu, Liang Chang, Qi Alfred Chen, Gang Li, Wei Wang: Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure. Security and Communication Networks. 6631247:1-6631247:13 (2021). (通讯作者)
Tong Chen, Jiqiang Liu, He Li, Shuoru Wang, Wenjia Niu, Endong Tong, Liang Chang, Qi Alfred Chen, Gang Li: Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. Journal of Computer Science and Technology. 36(5): 1002-1021 (2021) (APPT 2021 Innovation Award - Honorable Mention) . (通讯作者)
Yingxiao Xiang, Wenjia Niu, Endong Tong, Yike Li, Bowei Jia, Yalun Wu, Jiqiang Liu, Liang Chang, Gang Li: Congestion Attack Detection in Intelligent Traffic Signal System: Combining Empirical and Analytical Metho ds. Security and Communication Networks. (2021). (通讯作者)
王硕汝, 牛温佳, 童恩栋, 陈彤, 李赫, 田蕴哲, 刘吉强, 韩臻, 李浥东: 强化学习离线策略评估研究综述. 计算机学报. (2021). (通讯作者)
相迎宵, 李轶珂, 刘吉强, 王潇瑾, 陈彤, 童恩栋, 牛温佳, 韩臻: 面向降频污染攻击的智能交通拥堵态势量化分析. 软件学报. (2021). (通讯作者)
Endong Tong, Wenjia Niu, JiqiangLiu: A Missing QoS Prediction Approach via Time-aware Co llaborative Filtering, IEEE Transactions on Services Computing. 1-14. (2021).
Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Yingxiao Xiang, Tong Chen, Yalun Wu and Jiqiang Liu: Curricular Robust Reinforcement Learning via GAN-based Perturbation through Continuously Scheduled Task. Tsinghua Science and Technology. (2021). (通讯作者)
Tong Chen, Jiqiang Liu, Yalun Wu, Yunzhe Tian, Endong Tong, Wenjia Niu, Yike Li, Yingxiao Xiang, Wei Wang: Survey on Astroturfing Detection and Analysis from an Information Technology Perspective. Security and Communication Networks. (2021). (通讯作者)
Yunzhe Tian, Yike Li, Yingxiao Xiang, Wenjia Niu, Endong Tong, Jiqiang Liu：Curricular Reinforcement Learning for Robust Policy in Unmanned CarRacing Game. International Workshop on Automotive and Autonomous Vehicle Security. AutoSec 2021. (通讯作者)
Yalun Wu, Minglu Song, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Bowei Jia, Haixiang Huang, Qiong Li, Jiqiang Liu: Improving Convolutional Neural Network-Based Webshell Detection Through Reinforcement Learning. ICICS 2021: 368-383. (通讯作者)
Tong Chen, Yingxiao Xiang, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu, Gang Li, Qi Alfred Chen: Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory. SRDS 2021: 299-309. (通讯作者)
Zhiqiang Xie, Yingxiao Xiang, Yike Li, Shuang Zhao, Endong Tong, Wenjia Niu, Jiqiang Liu, Jian Wang: Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning. ICA3PP 2021: 660-675. (通讯作者)
Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Yingxiao Xiang, Tong Chen, Yalun Wu and Jiqiang Liu: Curricular Robust Reinforcement Learning via GAN-based Perturbation through Continuously Scheduled Task. CTCIS 2021. (通讯作者)
Yingxiao Xiang, Tong Chen, Yike Li, Yunzhe Tian, Wenjia Niu, Endong Tong, Jiqiang Liu, Bowei Jia, Yalun Wu, Xinyu Huang: Predicting Congestion Attack of Variable Spoofing Frequency for Reliable Traffic Signal System. EAI-SPNCE 2021. (通讯作者)
Shuang Zhao, Yalun Wu, Rui Sun, Xiaoai Qian, Dong Zi, Zhiqiang Xie, Endong Tong, Wenjia Niu, Jiqiang Liu, Zhen Han: Blockchain-Based Decentralized Federated Learning: A Secure and Privacy-Preserving System. HPCC 2021. (通讯作者)
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