| 2025 | CCS | Prompt Inference Attack on Distributed Large Language Model Inference Frameworks. | Xinjian Luo, Ting Yu, Xiaokui Xiao |
| 2025 | NDSS | Passive Inference Attacks on Split Learning via Adversarial Regularization. | Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi |
| 2024 | SP | Protecting Label Distribution in Cross-Silo Federated Learning. | Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi |
| 2022 | AAAI | A Fusion-Denoising Attack on InstaHide with Data Augmentation. | Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi |
| 2022 | CCS | Feature Inference Attack on Shapley Values. | Xinjian Luo, Yangfan Jiang, Xiaokui Xiao |
| 2021 | ICDE | Feature Inference Attack on Model Predictions in Vertical Federated Learning. | Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi |
| 2018 | ICDCS | D2-Tree: A Distributed Double-Layer Namespace Tree Partition Scheme for Metadata Management in Large-Scale Storage Systems. | Xinjian Luo, Xiaofeng Gao, Zhaowei Tan, Jiaxi Liu, Xiaochun Yang, Guihai Chen |
| 2018 | ITiCSE | Pipelining collaborative test for improving student performance in introductory programming courses. | Xinjian Luo, Qianni Deng, Tao Liao |
| 2018 | SIGITE | PipE | Qianni Deng, Xinjian Luo |