Chunqiu Steven Xia

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 22

Top Topics

Document Retrieval

Retrieval Model

Top Venues

ESEC/SIGSOFT FSE

Publications

Cheryl Lee, Chunqiu Steven Xia, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu
A Unified Debugging Approach via LLM-Based Multi-Agent Synergy. CoRR (2024)
Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM. CoRR (2024)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. ICSE (2024)
Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
Agentless: Demystifying LLM-based Software Engineering Agents. CoRR (2024)
Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang
Fuzz4All: Universal Fuzzing with Large Language Models. ICSE (2024)
Chunqiu Steven Xia, Saikat Dutta, Sasa Misailovic, Darko Marinov, Lingming Zhang
Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests. ICSE (2023)
Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang
Universal Fuzzing via Large Language Models. CoRR (2023)
Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang, Lingming Zhang
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation. NeurIPS (2023)
Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang
The Plastic Surgery Hypothesis in the Era of Large Language Models. ASE (2023)
Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang, Lingming Zhang
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation. CoRR (2023)
Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang
Automated Program Repair in the Era of Large Pre-trained Language Models. ICSE (2023)
Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair. CoRR (2023)
Chunqiu Steven Xia, Lingming Zhang
Conversational Automated Program Repair. CoRR (2023)
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models. ISSTA (2023)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT. CoRR (2023)
Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair. ESEC/SIGSOFT FSE (2023)
Chunqiu Steven Xia, Lingming Zhang
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT. CoRR (2023)
Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang
Revisiting the Plastic Surgery Hypothesis via Large Language Models. CoRR (2023)
Chunqiu Steven Xia, Lingming Zhang
Less training, more repairing please: revisiting automated program repair via zero-shot learning. ESEC/SIGSOFT FSE (2022)
Chunqiu Steven Xia, Lingming Zhang
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning. CoRR (2022)
Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang
Practical Program Repair in the Era of Large Pre-trained Language Models. CoRR (2022)
Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
Fuzzing Deep-Learning Libraries via Large Language Models. CoRR (2022)