Research Experiences

Graduate Researcher, CIS@The University of Melbourne, Feb 2023 - Now

Funded by the Melbourne Research Scholarship

Advisor: Dr. Bach Le and Prof. Toby Murray
Topic: Trustworthiness of Automated Program Repair

Research Mentor, ISE Lab@Hanoi University of Science and Technology, Jan 2022 - Now

Collaborators: Prof. Quyet-Thanh Huynh and Dr. Anh M. T. Bui
Mentoring undergraduate students on Software Engineering Research
Managing a group of 10+ students on research and related activities such as reading group, research seminars
My mentees become PhD Students in well-known oversea universities such as University of Melbourne, Singapore Management University

Research Engineer, SOAR@Singapore Management University, Jan 2022 - Dec 2022

Funded by the National Satellite of Excellence in Trustworthy Software Systems

Advisor: Prof. David Lo
Topic: Uncovering Vulnerabilities in Machine Learning Frameworks via Software Composition Analysis and Directed Grammar-Based Fuzzing

Research Assistant, BKAI@Hanoi University of Science and Technology, July 2019 - Dec 2021

Advisor: Prof. Huynh Quyet Thang
Topic: Automated Program Repair

Visiting Scholar, IIIS@Griffith University, July 2019

Funded by the Griffith University Internal Grant.

Advisor: Dr. Henry Nguyen
Topic: Credibility Analysis in Social Media.

Research Assistant, MSOLab@Hanoi University of Science and Technology, March 2017 - June 2019

Partially funded by the U.S. Army Combat Capabilities Development Command Pacific and Army Research Laboratory

Advisor: Prof. Huynh Thi Thanh Binh
Topic: Multitasking Evolutionary Algorithms for Optimizing Artificial Neural Network and Graph-based Models.

Mentoring Experiences

With the supports of my supervisors, I had the privilege of mentoring and working with students/junior researchers.

Undergraduate Student:

Ngoc-Tan Bui

in his Bachelor thesis on "Large-scale Empirical Study on Defect Prediction"
Current appointment: research engineer and an incoming PhD Student at Singapore Managment University

Huu-Hung Nguyen

in his Bachelor thesis on "ChatGPT for Automated Code Summarization with Additional Contexts"
Current appointment: research engineer and an incoming PhD Student at Singapore Managment University

Yen-Trang Dang

in her Bachelor thesis on "LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss"
Current appointment: AI engineer at VNPT, top telecommunication companies in Vietnam

Quoc-Hung Le

in his Bachelor thesis on "CodeLlama for Automated Code Summarization: How far are we?"
Current appointment: incoming PhD Student at North Carolina State University