2024
Agentless: Demystifying LLM-based Software Engineering Agents.
CoRR, 2024

A Unified Debugging Approach via LLM-Based Multi-Agent Synergy.
CoRR, 2024

Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM.
CoRR, 2024

Automated Program Repair via Conversation: Fixing 162 out of 337 Bugs for $0.42 Each using ChatGPT.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Fuzz4All: Universal Fuzzing with Large Language Models.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023
Universal Fuzzing via Large Language Models.
CoRR, 2023

Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT.
CoRR, 2023

Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT.
CoRR, 2023

Revisiting the Plastic Surgery Hypothesis via Large Language Models.
CoRR, 2023

Conversational Automated Program Repair.
CoRR, 2023

Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Plastic Surgery Hypothesis in the Era of Large Language Models.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Automated Program Repair in the Era of Large Pre-trained Language Models.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022
Fuzzing Deep-Learning Libraries via Large Language Models.
CoRR, 2022

Practical Program Repair in the Era of Large Pre-trained Language Models.
CoRR, 2022

Less training, more repairing please: revisiting automated program repair via zero-shot learning.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022