| 2026 | AAAI | LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation. | Xingyu Li, Xiaolei Liu, Cheng Liu, Yixiao Xu, Kangyi Ding, Bangzhou Xin, Jia-Li Yin |
| 2026 | ACL | TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense. | Cheng Liu, Xiaolei Liu, Xingyu Li, Bangzhou Xin, Kangyi Ding |
| 2023 | ICASSP | Fine-Grained Private Knowledge Distillation. | Yuntong Li, Shaowei Wang, Yingying Wang, Jin Li, Yuqiu Qian, Bangzhou Xin, Wei Yang |
| 2023 | ICASSP | Sparse Black-Box Inversion Attack with Limited Information. | Yixiao Xu, Xiaolei Liu, Teng Hu, Bangzhou Xin, Run Yang |
| 2022 | ICASSP | Unsupervised Anomaly Detection for Container Cloud Via BILSTM-Based Variational Auto-Encoder. | Yulong Wang, Xingshu Chen, Qixu Wang, Run Yang, Bangzhou Xin |
| 2021 | IJCNN | Private FLI: Anti-Gradient Leakage Recovery Data Privacy Architecture. | Huichao Wang, Wei Yang, Bangzhou Xin, Yangyang Geng, Zhenbo Shi, Liusheng Huang |
| 2020 | ICASSP | Private FL-GAN: Differential Privacy Synthetic Data Generation Based on Federated Learning. | Bangzhou Xin, Wei Yang, Yangyang Geng, Sheng Chen, Shaowei Wang, Liusheng Huang |
| 2019 | ICASSP | Differentially Private Greedy Decision Forest. | Bangzhou Xin, Wei Yang, Shaowei Wang, Liusheng Huang |