[1] Xi Xiao, Wentao Xiao, Rui Li, Xiapu Luo*, Haitao Zheng, and Shutao Xia. EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification, IEEE Transactions on Dependable and Secure Computing, 2021, 19(5): 3521-3538. SCI JCR Q1. CCF A
[2] Haozhen Zhang, Le Yu, Xi Xiao*, Qing Li*, Francesco Mercaldo, Xiapu Luo, Qixu Liu. TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification. The ACM Web Conference 2023 (WWW 23), Austin, Texax, USA, 2023/04/30-2023/05/04. CCF A
[3] Xi Xiao, Xiang Zhou, Zhenyu Yang, Le Yu*, Bin Zhang, Qixu Liu, Xiapu Luo. A comprehensive analysis of website fingerprinting defenses on Tor, Computers & Security 2023, 136 (2024), 103577. SCI JCR Q1. CCF B
[4] Yuxin Cao, Xi Xiao*, Ruoxi Sun, Derui Wang, Minhui Xue, Sheng Wen. StyleFool: Fooling Video Classification Systems via Style Transfer. The 44th IEEE Symposium on Security and Privacy (SP 23), Hyatt Regency, San Francisco, California, USA, 2023/05/22-2023/05/25. CCF A
[5] Yuxin Cao, Ziyu Zhao, Xi Xiao*, Derui Wang, Minhui Xue, Jin Lu. LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer. The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 24), Vancouver, Canada. 2024/02/20-2024/02/27. CCF-A
[6] Kunpeng Zhang, Xiaogang Zhu, Xi Xiao*, Minhui Xue, Chao Zhang, Sheng Wen. ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection. Network and Distributed System Security Symposium 2024 (NDSS 2024), San Diego, California, 2024/01/26-2024/03/01. CCF A.
[7] Kunpeng Zhang, Xi Xiao, Xiaogang Zhu*, Ruoxi Sun, Minhui Xue, Sheng Wen. Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States, Proc. 44th International Conference on Software Engineering (ICSE 2022), Pittsburgh, PA, USA, 2022/05/21-2022/05/29. CCF A
[8] Xi Xiao, Renjie Xiao, Qing Li*, Jianhui Lv, Shunyan Cui, Qixu Liu. BugRadar: Bug Localization by Knowledge Graph Link Prediction. Information and Software Technology (IST), 2023. SCI. CCF B.
[9] Jiying Zhang, Xi Xiao*, Long-Kai Huang, Yu Rong, Yatao Bian*. Fine-Tuning Graph Neural Networks via graph Topology induced Optimal Transport. The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 22), Messe Wien, Vienna, Austria, 2022/7/23-2022/07/29. CCF A
[10] Yuzhao Chen, Yatao Bian, Xi Xiao*, Yu Rong, Tingyang Xu, Junzhou Huang. On Self-Distilling Graph Neural Network, Proc. 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Montreal, Canada, 2021/08/21 - 2021/08/26. CCF A
[11] Sifan Wu, Xi Xiao, Qianggang Ding, Peilin Zhao, Ying Wei, Junzhou Huang. Adversary Sparse Transformer for Time Series Forecasting, Proc. 34rd Conference on Neural Information Processing Systems (NeurIPS 2020), virtual, 2020/12/6-2020/12/12. CCF A
[12] Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shutao Xia. Maintaining Discrimination and Fairness in Class Incremental Learning, Proc. Internaltional Conference on Computer Vision and Pattern Recogintion (CVPR 2020), Washington, USA, 2020/6/16-2020/6/18. CCF A
[13] Tian Bian, Xi Xiao, Tingyang Xu,Peilin Zhao,Wenbing Huang,Yu Rong,Junzhou Huang. Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks, Proc. 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, 2020/2/7-2020/2/12. CCF A
[14] Kelong Mao, Xi Xiao, Jieming Zhu, Biao Lu, Ruiming Tang, Xiuqiang He. Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach, Proc. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 2020/7/25-2020/7/30. CCF A
[15] Zhutian Lin, Xi Xiao*, Guangwu Hu*, Qing Li, Bin Zhang, Xiapu Luo. Tracking phishing on Ethereum: Transaction network embedding approach for accounts representation learning, Computers & Security 2023, 135 (2023), 103479. SCI JCR Q1. CCF B.
[16] Xi Xiao, Wentao Xiao, Dianyan Zhang, Bin Zhang, Guangwu Hu, Qing Li, Shutao Xia. Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets, Computers & Security, 2021, 108(2021), 102372. SCI JCR Q1. CCF B
[17] Zhengxin Zhang, Yucheng Huang, Guanglin Duan, Qing Li*, Dan Zhao, Yong Jiang, Lianbo Ma, Xi Xiao, and Hengyang Xu. Metis: Understanding and Enhancing Regular Expressions in Network, Proc. 37rd Conference on Neural Information Processing Systems (NeurIPS 2023), Pittsburgh, PA, USA, 2023/12/10-2023/12/16. CCF A.
[18] Ruoyu Li, Qing Li*, Yu Zhang, Dan Zhao, Xi Xiao, Yong Jiang. Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction, Proc. 2024 IEEE International Conference on Computer Communications (INFOCOM 2024), Vancouver, Canada, 2024/5/20-2024/5/23. CCF A.
[19] Ruibo Yan, Xi Xiao, Guangwu Hu, Sancheng Peng,YongJiang. New Deep Learning Method to Detect Code Injection Attacks on Hybrid Applications, Journal of Systems and Software, 2018, 3(137): 67-77. SCI JCR Q1. CCF B
[20] Tiru Wu, Xi Xiao*, Qing Li, Qixu Liu, Guangwu Hu, Xiapu Luo, Yong Jiang. BehavSniffer: Sniff User Behaviors from the Encrypted Traffic by Traffic Burst Graphs. The 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON 2023), Madrid, Spain, 2023/09/11-2023/09/14. CCF B.
