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Contact


Email

bach.le@unimelb.edu.au

Credentials


Position
Senior Lecturer
School of Computing and Information Systems
Education
PhD
Singapore Management University
Bachelors Degree
Hanoi University of Science and Technology
Bachelors Degree
Hanoi University of Technology
ORCID

0000-0001-5044-1582

Dr Bach Le

Senior Lecturer
School of Computing and Information Systems

62 Scholarly works
2 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Just-in-time bug classifier: A step towards integrating Automated Program Repair in CI/CD pipelines
    DOI: 10.1016/j.infsof.2026.108076
  • 2026

    Journal article

    Large Language Models for Computer-Aided Design: A Survey
    DOI: 10.1145/3787499
  • 2026

    Journal article

    When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair
    DOI: 10.1145/3733599
  • 2026

    Journal article

    Advanced Techniques for Management of Severe Defects in the Esthetic Zone.
    DOI: 10.1016/j.cxom.2025.09.002
  • 2025

    Journal article

    Numerical Investigation of Crack Suppression Strategies in Ultra-Thin Glass Substrates for Advanced Packaging.
    DOI: 10.3390/mi16111256
  • 2023

    Research contracts (non-grants)

    Improving Trustworthiness of Program Repair Systems This Project Aims to Improve the Trustworthiness of Program Repair Systems by Conducting the Following Studies: (1) Study 1 - Evaluating Robustness of Program Repair Systems Against Natural Code Tran
  • 2022

    Research grants (other domestic)

    Practical Automated Software Bug Fixing via Syntactic and Semantic Analyses
Bach Le

RECENT SCHOLARLY WORKS

  • 2025

    Journal article

    Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing
    DOI: 10.1145/3716167
  • 2025

    Journal article

    Laser-Based Selective Removal of EMI Shielding Layers in System-in-Package (SiP) Modules.
    DOI: 10.3390/mi16080925
  • 2025

    Journal article

    ENSESMELLS : Deep ensemble and programming language models for automated code smells detection
    DOI: 10.1016/j.jss.2025.112375
  • 2025

    Journal article

    Adversarial patch generation for automated program repair
    DOI: 10.1007/s11219-025-09709-4
  • 2025

    Conference Proceedings

    Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference
    DOI: 10.18653/v1/2025.acl-long.1068

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