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ORCIDChunqiu Steven Xia
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2020 – today
- 2024
[c10]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: 70:1-70:13- [c9]Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang:
Fuzz4All: Universal Fuzzing with Large Language Models. ICSE 2024: 126:1-126:13 - [c8]Chunqiu Steven Xia, Lingming Zhang:
Automated Program Repair via Conversation: Fixing 162 out of 337 Bugs for $0.42 Each using ChatGPT. ISSTA 2024: 819-831 - [i13]Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang:
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM. CoRR abs/2403.19114 (2024) - [i12]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 abs/2404.17153 (2024) - [i11]Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang:
Agentless: Demystifying LLM-based Software Engineering Agents. CoRR abs/2407.01489 (2024) - 2023
- [c7]Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang:
Automated Program Repair in the Era of Large Pre-trained Language Models. ICSE 2023: 1482-1494 - [c6]Chunqiu Steven Xia, Saikat Dutta, Sasa Misailovic, Darko Marinov, Lingming Zhang:
Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests. ICSE 2023: 1801-1813 - [c5]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: 423-435 - [c4]Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang:
The Plastic Surgery Hypothesis in the Era of Large Language Models. ASE 2023: 522-534 - [c3]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 - [c2]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: 172-184 - [i10]Chunqiu Steven Xia, Lingming Zhang:
Conversational Automated Program Repair. CoRR abs/2301.13246 (2023) - [i9]Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang:
Revisiting the Plastic Surgery Hypothesis via Large Language Models. CoRR abs/2303.10494 (2023) - [i8]Chunqiu Steven Xia, Lingming Zhang:
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT. CoRR abs/2304.00385 (2023) - [i7]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 abs/2304.02014 (2023) - [i6]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 abs/2305.01210 (2023) - [i5]Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang:
Universal Fuzzing via Large Language Models. CoRR abs/2308.04748 (2023) - [i4]Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang:
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair. CoRR abs/2309.00608 (2023) - 2022
- [c1]Chunqiu Steven Xia, Lingming Zhang:
Less training, more repairing please: revisiting automated program repair via zero-shot learning. ESEC/SIGSOFT FSE 2022: 959-971 - [i3]Chunqiu Steven Xia, Lingming Zhang:
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning. CoRR abs/2207.08281 (2022) - [i2]Chunqiu Steven Xia, Yuxiang Wei, Lingming Zhang:
Practical Program Repair in the Era of Large Pre-trained Language Models. CoRR abs/2210.14179 (2022) - [i1]Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang:
Fuzzing Deep-Learning Libraries via Large Language Models. CoRR abs/2212.14834 (2022)
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