Yuntong Zhang
Scholar

Yuntong Zhang

Google Scholar ID: 3aKOLKEAAAAJ
National University of Singapore
LLM agentsProgram RepairSoftware TestingProgram AnalysisSoftware Security
Citations & Impact
All-time
Citations
391
 
H-index
5
 
i10-index
4
 
Publications
9
 
Co-authors
17
list available
Resume (English only)
Academic Achievements
  • Paper 'Unified Software Engineering agent as AI Software Engineer' accepted to ICSE'26.
  • Paper 'SpecRover: Code Intent Extraction via LLMs' accepted to ICSE'25.
  • Paper 'EffFix: Efficient and Effective Repair of Pointer Manipulating Programs' accepted to TOSEM.
  • Paper 'AutoCodeRover: Autonomous Program Improvement' accepted to ISSTA'24.
  • Spin-off AutoCodeRover acquired by Sonar.
Research Experience
  • Currently working on research about automated programming at NUS, specifically using Language Model agents for code generation and program improvements. Has previously worked on analysis-based program repair for security vulnerabilities and software sanitizers for vulnerability detection.
Education
  • PhD student in the Department of Computer Science at National University of Singapore (NUS), advised by Prof. Abhik Roychoudhury.
Background
  • Interested in topics related to improving the quality and security guarantees of software systems. Current research focuses on fostering evidence and practicality in automated programming, particularly in code generation and program improvements using Language Model agents. Previously worked on analysis-based program repair for security vulnerabilities and software sanitizers for vulnerability detection.
Miscellany
  • No specific mentions of personal interests or other information.