Awesome AI for Code
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Lingming Zhang — most-cited papers & profile · AI for Code
← authors
·
overview
Lingming Zhang
38
papers ·
710
citations ·
0
h-index
University of Illinois Urbana-Champaign
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning
2022 · 194 citations
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
2023 · 176 citations
Fuzzing Deep-Learning Libraries via Automated Relational API Inference
2022 · 75 citations
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT
2023 · 44 citations
Conversational Automated Program Repair
2023 · 33 citations
Practical Program Repair in the Era of Large Pre-trained Language Models
2022 · 29 citations
Magicoder: Empowering Code Generation with OSS-Instruct
2023 · 28 citations
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT
2023 · 24 citations
Agentless: Demystifying LLM-based Software Engineering Agents
2024 · 16 citations
Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
2022 · 13 citations
Fuzz4All: Universal Fuzzing with Large Language Models
2023 · 10 citations
Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source
2022 · 9 citations
WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models
2023 · 9 citations
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models
2024 · 7 citations
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
2024 · 5 citations
Top co-authors
Chunqiu Steven Xia
· 12
Yuxiang Wei
· 12
Jiawei Liu
· 9
Yinlin Deng
· 8
Chenyuan Yang
· 6
Yifeng Ding
· 5
Quentin Carbonneaux
· 4
Abhishek Charnalia
· 2
Alex Gu
· 2
Ali Ghanbari
· 2
Anjiang Wei
· 2
Aram Markosyan
· 2
Topics
Software Engineering
Code Generation
Code Models
Testing
Bug Detection
Program Repair
Code Translation
Code Understanding
Survey Paper