Scholar
Junjie Chen
Google Scholar ID: lj1g920AAAAJ
Professor, Tianjin University
Citations & Impact
Citations
6,014
H-index
42
i10-index
83
Publications
20
Co-authors
24
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Selected Publications: [ICSE'26] Aligning Requirement for Large Language Model's Code Generation, [ICSE'26] A Comprehensive Study of Deep Learning Model Fixing Approaches, [ICSE'26] CombCT: Compiler Testing via Combinatorial Testing, [ASE'25] Clarifying Semantics of In-Context Examples for Unit Test Generation, [ASE'25] Reflective Unit Test Generation for Precise Type Error Detection with Large Language Models, [ASE'25] Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR, [OOPSLA'25] DESIL: Detecting Silent Bugs in MLIR Compiler Infrastructure.
Research Experience
- 2024 January to present, Professor at Tianjin University; 2019 July to 2024 January, Associate Professor at Tianjin University.
Education
- 2014-2019, Ph.D. in Computer Science from Peking University, supervised by Prof. Bing Xie, Prof. Lu Zhang, Prof. Dan Hao, and Prof. Yingfei Xiong; 2016-2017, visiting Ph.D. student at the University of Texas at Dallas, supervised by Prof. Lingming Zhang; 2010-2014, Bachelor's degree in Software Engineering from Beihang University.
Background
- Research Interests: Software Fuzzing, Intelligent Software Engineering, Trusted AI, Software Maintenance. Focus areas include code generation for large language models, approaches to fixing deep learning models, and compiler testing.
Miscellany
- The lab has several PhD and Master positions available this year. Welcomes self-motivated students with proficient programming skills and strong interests in Software Engineering, LLMs, Security, and/or Program Analysis.
