Jinqiu Yang

Associate Professor
Computer Science and Software Engineering at Concordia University
jinqiu.yang at concordia.ca @Google Scholar @DBLP

Research interests:
software reliability, quality assurance of machine learning systems including autonomous vehicles, software testing, automated program repair, text analytics of software artifacts, and mining software repositories, and in the broad area of software engineering.

I am looking for a few students (funding available for Master's and PhD)

Recent Publications (full list...)

TSE-24   Tracking the Evolution of Static Code Warnings: the State-of-the-Art and a Better Approach. Junjie Li and Jinqiu Yang. IEEE Transactions on Software Engineering

ICSE-24   Demystifying and Detecting Misuses of Deep Learning APIs. Moshi Wei, Nima Shiri Harzevili, Yuekai Huang, Jinqiu Yang, Junjie Wang and Song Wang. In the proceedings of the 46th International Conference on Software Engineering

ICSE-24   A First Look at the Inheritance-Induced Redundant Test Execution. Dong Jae Kim, Jinqiu Yang, and Tse-Hsun Chen. In the proceedings of the 46th International Conference on Software Engineering

ICSE-24   Benchmarking the Security Aspect of Large Language Model-Based Code Generation. Cheng Cheng and Jinqiu Yang. In the proceedings of the 46th International Conference on Software Engineering (LLM4Code Workshop)

FORGE-24   Fine Tuning Large Language Model for Secure Code Generation. Junjie Li, Aseem Sangalay, Cheng Cheng, Yuan Tian and Jinqiu Yang. In the proceedings of the The special event of AI Foundation Models and Software Engineering (FORGE 2024) in ICSE 2024

ICSME-23   StaticTracker: A Diff Tool for Static Code Warnings has been accepted. Junjie Li and Jinqiu Yang. In the proceedings of the 35th International Conference on Software Maintenance and Evolution

Recent Service

Program Committee and Organizing Committee

Funding (PI unless noted otherwise)

Professional Experience

Education