Van-Hoang Le

I'm a third-year PhD student in Software Engineering at The University of Newcastle, Australia. I am fortunate to be advised by Prof. Hongyu Zhang.

My research is in the area of data-driven software engineering and reliable, intelligent software. Particularly, my research aims at developing practical solutions to improve the troubleshooting of cloud system and promote its intelligence and automation towards failure-resilient cloud services.

I am the lead of the LogIntelligence project, which provides solutions to intelligently manage and analyze logs for software-intensive systems using Deep Learning techniques.

1. [ICSE'24] LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data (Technical Track) (CORE A*)
   Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
   In: The 46th International Conference on Software Engineering (ICSE), April 14-20 (Accepted 18 out of 273 submissions)

2. [ASE'23] Log Parsing: How Far Can ChatGPT Go? (NIER Track) (CORE A*)
   Van-Hoang Le and Hongyu Zhang,
   In: The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg

3. [ICSE'23] Log Parsing with Prompt-based Few-shot Learning (Technical Track) (CORE A*)
   Van-Hoang Le and Hongyu Zhang
   In: The 45th International Conference on Software Engineering (ICSE), May 14-20, 2023, Melbourne, Australia

4. [ICSE'22] Log-based Anomaly Detection with Deep Learning: How Far Are We? (Technical Track) (CORE A*)
   Van-Hoang Le and Hongyu Zhang
   In: The 44th International Conference on Software Engineering (ICSE), May 21-29, 2022, Pittsburgh, PA, USA

More Publications ...

• Sep 2020 - Mar 2021: Freelancer at Pinetree Vietnam

• Sep 2019 - Sep 2020: Data Scientist at Base.vn

• Jan 2018 - Sep 2019: Lead AI Researcher at AI Solutions (now AI Soft)

• Sep 2020 - now: PhD Student at The University of Newcastle, Australia, under the supervision of Prof. Hongyu Zhang

• Sep 2013 - Sep 2017: People's Security Academy, Vietnam, Bachelor diploma of Information Technology

Reviewer or Sub-Reviewer:

• 2024: SANER Tools Demo Track Committee member

• 2023: ISSRE Artifact Evaluation Committee member

• 2023: JNCA, TNSM Reviewer

• Second Prize at the National Program of Student’s Scientific Research Contest (2018)

• Second Prize on Mathematical Analysis at the National Student Mathematics Olympiad (2016)

• Second Prize at the ACM/ICPC Asia Hanoi Regional Contest (2015)