Xia, Chunqiu Steven

Demystifying LLM-Based Software Engineering Agents

Xia, C. S., Deng, Y., Dunn, S., & Zhang, L. (2025) · Proceedings of the ACM on Software Engineering

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 849

Automated Program Repair in the Era of Large Pre-trained Language Models

Xia, C. S., Wei, Y., & Zhang, L. (2023) · 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 433

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Liu, J., Xia, C. S., Wang, Y., & Zhang, L. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 390

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Liu, J., Xia, C. S., Wang, Y., & Zhang, L. (2023) · Advances in Neural Information Processing Systems 36

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 384

Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models

Deng, Y., Xia, C. S., Peng, H., Yang, C., & Zhang, L. (2023) · Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 326

Less training, more repairing please: revisiting automated program repair via zero-shot learning

Xia, C. S., & Zhang, L. (2022) · Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 231

Fuzz4ALL: Universal Fuzzing with Large Language Models

Xia, C. S., Paltenghi, M., Le Tian, J., Pradel, M., & Zhang, L. (2024) · Proceedings of the IEEE/ACM 46th International Conference on Software Engineering

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 229

Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair

Wei, Y., Xia, C. S., & Zhang, L. (2023) · Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 115

The Plastic Surgery Hypothesis in the Era of Large Language Models

Xia, C. S., Ding, Y., & Zhang, L. (2023) · 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 67

Agentless: Demystifying LLM-based Software Engineering Agents

Xia, C. S., Deng, Y., Dunn, S., & Zhang, L. (2024) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 24

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

Xia, C. S., Wang, Z., Yang, Y., Wei, Y., & Zhang, L. (2025) · arXiv

Software Engineering ResearchEvolutionary Algorithms and Applications

Cited by 2

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery

Virk, Y., Edds, Z., Xia, C. S., & Zhang, L. (2026) · arXiv

Evolutionary Algorithms and ApplicationsSoftware Engineering Research

Cited by 0