| 2025 | EMNLP | UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging. | Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu |
| 2024 | ICSE | Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. | Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang |
| 2024 | ICSE | Fuzz4All: Universal Fuzzing with Large Language Models. | Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang |
| 2024 | ISSTA | Automated Program Repair via Conversation: Fixing 162 out of 337 Bugs for $0.42 Each using ChatGPT. | Chunqiu Steven Xia, Lingming Zhang |
| 2023 | ICSE | Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests. | Chunqiu Steven Xia, Saikat Dutta, Sasa Misailovic, Darko Marinov, Lingming Zhang |
| 2023 | ICSE | Automated Program Repair in the Era of Large Pre-trained Language Models. | Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang |
| 2023 | ISSTA | Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models. | Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang |