Lingming Zhang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 31

Top Topics

Code Generation

Smoothing Methods

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)
Jiawei Liu, Jia Le Tian, Vijay Daita, Yuxiang Wei, Yifeng Ding, Yuhan Katherine Wang, Jun Yang, Lingming Zhang
RepoQA: Evaluating Long Context Code Understanding. CoRR (2024)
Yifeng Ding, Jiawei Liu, Yuxiang Wei, Lingming Zhang
\mathcal XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts. ACL (1) (2024)
Siyuan Feng, Jiawei Liu, Ruihang Lai, Charlie F. Ruan, Yong Yu, Lingming Zhang, Tianqi Chen
Emerging Platforms Meet Emerging LLMs: A Year-Long Journey of Top-Down Development. CoRR (2024)
Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM. CoRR (2024)
Chenyuan Yang, Zijie Zhao, Lingming Zhang
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models. 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)
Yifeng Ding, Jiawei Liu, Yuxiang Wei, Terry Yue Zhuo, Lingming Zhang
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts. CoRR (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)
Jun Yang, Yuehan Wang, Yiling Lou, Ming Wen, Lingming Zhang
A Large-Scale Empirical Review of Patch Correctness Checking Approaches. ESEC/SIGSOFT FSE (2023)
Jiawei Liu, Jinjun Peng, Yuyao Wang, Lingming Zhang
NeuRI: Diversifying DNN Generation via Inductive Rule Inference. ESEC/SIGSOFT FSE (2023)
Tianchang Gao, Junjie Chen, Yingquan Zhao, Yuqun Zhang, Lingming Zhang
Vectorizing Program Ingredients for Better JVM Testing. ISSTA (2023)
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)
Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang
White-box Compiler Fuzzing Empowered by Large Language Models. CoRR (2023)
Yicheng Ouyang, Kailai Shao, Kunqiu Chen, Ruobing Shen, Chao Chen, Mingze Xu, Yuqun Zhang, Lingming Zhang
MirrorTaint: Practical Non-intrusive Dynamic Taint Tracking for JVM-based Microservice Systems. ICSE (2023)
Ling Jiang, Hengchen Yuan, Mingyuan Wu, Lingming Zhang, Yuqun Zhang
Evaluating and Improving Hybrid Fuzzing. ICSE (2023)
Yuxiang Wei, Zhe Wang, Jiawei Liu, Yifeng Ding, Lingming Zhang
Magicoder: Source Code Is All You Need. CoRR (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)
Mingyuan Wu, Minghai Lu, Heming Cui, Junjie Chen, Yuqun Zhang, Lingming Zhang
JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers. ICSE (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)
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)
Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
Fuzzing Automatic Differentiation in Deep-Learning Libraries. ICSE (2023)