| 2026 | INFOCOM | Rocket: Warming Serverless Inference via Hierarchical ML Artifact Pre-loading and Sharing. | Xiaofei Yue, Song Yang, Fan Li, Youqi Li, Yu Wang |
| 2025 | IJCAI | Stability and Generalization for Stochastic (Compositional) Optimizations. | Xiaokang Pan, Jin Liu, Hulin Kuang, Youqi Li, Lixing Chen, Zhe Qu |
| 2024 | AAAI | Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization. | Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu |
| 2022 | CVPR | Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees. | Binghui Wang, Youqi Li, Pan Zhou |
| 2022 | ICPADS | Stealing Secrecy from Outside: A Novel Gradient Inversion Attack in Federated Learning. | Chuan Zhang, Haotian Liang, Youqi Li, Tong Wu, Liehuang Zhu, Weiting Zhang |
| 2022 | TrustCom | Data Poisoning Attack to X-armed Bandits. | Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou |
| 2022 | TrustCom | Action-Manipulation Attack and Defense to X-Armed Bandits. | Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou |