| 2025 | ICLR | Learning to Discover Regulatory Elements for Gene Expression Prediction. | Xingyu Su, Haiyang Yu, Degui Zhi, Shuiwang Ji |
| 2025 | ICML | Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design. | Masatoshi Uehara, Xingyu Su, Yulai Zhao, Xiner Li, Aviv Regev, Shuiwang Ji, Sergey Levine, Tommaso Biancalani |
| 2025 | KDD | An Efficient White-box LLM Watermarking for IP Protection on Online Market Platforms. | Shuguang Yuan, Xingyu Su, Peizhuo Lv, Weiji Xue, Jing Yu, Xiaojie Zhu, Chi Chen |
| 2024 | DSN | PagPassGPT: Pattern Guided Password Guessing via Generative Pretrained Transformer. | Xingyu Su, Xiaojie Zhu, Yang Li, Yong Li, Chi Chen, Paulo Jorge Esteves Verssimo |
| 2016 | IJCAI | Time Decomposition for Diagnosis of Discrete Event Systems (Extended Abstract). | Xingyu Su |
| 2016 | IJCAI | Diagnosability of Discrete-Event Systems with Uncertain Observations. | Xingyu Su, Marina Zanella, Alban Grastien |
| 2014 | ECAI | Verifying the Precision of Diagnostic Algorithms. | Xingyu Su, Alban Grastien |