 Learning Defect Prediction from Unrealistic DataIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2023 |
 OctoPack: Instruction Tuning Code Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 |
 Uncovering the Limits of Machine Learning for Automatic Vulnerability
DetectionUSENIX Security Symposium (USENIX Security), 2023 |
 Large Language Models of Code Fail at Completing Code with Potential
BugsNeural Information Processing Systems (NeurIPS), 2023 |
 Large Language Models for Code: Security Hardening and Adversarial
TestingConference on Computer and Communications Security (CCS), 2023 Jingxuan He Martin Vechev |
 Improving Automated Program Repair with Domain AdaptationACM Transactions on Software Engineering and Methodology (TOSEM), 2022 |
 Detect-Localize-Repair: A Unified Framework for Learning to Debug with
CodeT5Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
