Registered user since Wed 1 Nov 2017
I am the Director of the Software Engineering Application Technology Lab at Huawei, China. Prior to joining Huawei, I was an ARC DECRA Fellow and a lecturer (equivalent to U.S. assistant professor) at the Faculty of Information Technology, Monash University, Australia, from 2018 to 2021. I got my Ph.D degree in June 2014 from the College of Computer Science and Technology, Zhejiang University, China. I was very fortunate to work under the supervision of Prof. Xiaohu Yang and Prof. Jianling Sun. From July 2012 to January 2014, I was a visiting student of Prof. David Lo in Singapore Management University.
To help developers and testers improve their productivity, my current research focuses on data science for software engineering, i.e., mining and analyzing rich data in software repositories to uncover interesting and actionable information. I have employed and customized structured and unstructured data analytics techniques – including data mining, information retrieval, natural language processing, search-based algorithms, and program analysis – to transform passive software engineering data into automated tools and new insights.
Contributions
2023
ASE
- Identify and Update Test Cases when Production Code Changes: A Transformer-based Approach
- Committee Member in Program Committee within the Industry Challenge (Competition) -track
- Committee Member in Program Committee within the Research Papers-track
- Session Chair of SATE - Software Engineering at the Era of LLMs (part of SATE - Software Engineering at the Era of LLMs)
- Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages
- Session Chair of SATE - Software Engineering at the Era of LLMs (part of SATE - Software Engineering at the Era of LLMs)
- Session Chair of SATE - Software Engineering at the Era of LLMs (part of SATE - Software Engineering at the Era of LLMs)
- Neural SZZ Algorithm
View general profile