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Michael R. Lyu — most-cited papers & profile · AI for Code
← authors
·
overview
Michael R. Lyu
32
papers ·
230
citations ·
102
h-index
Guangzhou University of Chinese Medicine · Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs?
2023 · 78 citations
Generative Type Inference for Python
2023 · 29 citations
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection
2024 · 16 citations
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context
2024 · 13 citations
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes
2023 · 12 citations
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache
2023 · 6 citations
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
2024 · 5 citations
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
2023 · 4 citations
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
2023 · 4 citations
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How
2024 · 4 citations
Code Structure Guided Transformer for Source Code Summarization
2021 · 2 citations
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models
2024 · 2 citations
Exploring Multi-Lingual Bias of Large Code Models in Code Generation
2024 · 2 citations
Integrating Rules and Semantics for LLM-Based C-to-Rust Translation
2025 · 1 citations
SEER: Enhancing Chain-of-Thought Code Generation through Self-Exploring Deep Reasoning
2025
Top co-authors
Yintong Huo
· 8
Cuiyun Gao
· 7
Chaozheng Wang
· 5
Shuzheng Gao
· 5
Yichen Li
· 5
Cuiyun Gao
· 3
Hongyu Zhang
· 3
Junjie Huang
· 3
Yuxuan Wan
· 3
Zhihan Jiang
· 3
Zhuangbin Chen
· 3
Cuiyun Gao
· 2
Topics
Software Engineering
Code Models
Code Generation
Code Understanding
Bug Detection
Testing
Program Repair
Code Translation