| 2026 | AAAI | TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning. | Weichen Li, Waleed Mustafa, Marcio Monteiro, Puyu Wang, Marius Kloft, Sophie Fellenz |
| 2026 | AAAI | Reimagining Anomalies: What If Anomalies Were Normal? | Philipp Liznerski, Saurabh Varshneya, Ece Calikus, Puyu Wang, Alexander Bartscher, Sebastian Josef Vollmer, Sophie Fellenz, Marius Kloft |
| 2026 | AAAI | Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs. | Zhongjie Shi, Puyu Wang, Chenyang Zhang, Yuan Cao |
| 2025 | DSAA | Optimal Utility Bounds for Differentially Private Gradient Descent in Three-Layer Neural Networks. | Puyu Wang, Yunwen Lei, Marius Kloft, Yiming Ying |
| 2024 | AISTATS | Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks. | Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft |
| 2021 | IJCAI | Stability and Generalization for Randomized Coordinate Descent. | Puyu Wang, Liang Wu, Yunwen Lei |
| 2010 | ICNC | Processing method study for slide-scar of sliding fingerprint based on quality evaluation and direction judgment. | Jie Lu, Xuxiao Hu, Puyu Wang |