| 2026 | NDSS | MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness. | Xiaoyun Xu, Shujian Yu, Zhuoran Liu, Stjepan Picek |
| 2025 | CCS | Towards Backdoor Stealthiness in Model Parameter Space. | Xiaoyun Xu, Zhuoran Liu, Stefanos Koffas, Stjepan Picek |
| 2024 | DSN | Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks. | Xiaoyun Xu, Oguzhan Ersoy, Behrad Tajalli, Stjepan Picek |
| 2023 | CCS | Poster: Boosting Adversarial Robustness by Adversarial Pre-training. | Xiaoyun Xu, Stjepan Picek |
| 2023 | DSN | IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness. | Xiaoyun Xu, Guilherme Perin, Stjepan Picek |
| 2020 | CCS | Information Leakage by Model Weights on Federated Learning. | Xiaoyun Xu, Jingzheng Wu, Mutian Yang, Tianyue Luo, Xu Duan, Weiheng Li, Yanjun Wu, Bin Wu |
| 2019 | WSC | Dynamic Sampling Procedure for Decomposable Random Networks. | Haidong Li, Yijie Peng, Xiaoyun Xu, Chun-Hung Chen, Bernd Heidergott |
| 2015 | WSC | Stochastic customer order scheduling using simulation-based genetic algorithm. | Xiaoyun Xu, Yaping Zhao, Haidong Li, Zihuan Zhou, Yanni Liu |
| 2011 | WSC | Simulating energy efficient wireless sensor networks using cellular automata. | Xiaoyun Xu, Xi Zhang, Long Wang |
| 2007 | ICDM | Community Learning by Graph Approximation. | Bo Long, Xiaoyun Xu, Zhongfei (Mark) Zhang, Philip S. Yu |
| 2007 | ISNN | Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control. | Lingling Chen, Peng Yang, Xiaoyun Xu, Xin Guo, Xueping Zhang |