Huihui Huang

I am a second-year PhD candidate in the Software Analytics Research (SOAR) group at the Singapore Management University (SMU), fortunate to be advised by Prof. David Lo. Before starting my PhD, I completed my Bachelor’s degree at Southern University of Science and Technology (SUSTech), where I was mentored by Prof. Yuqun Zhang.

Contact: hh.huang.2024@phdcs.smu.edu.sg or huihuihuang0904@gmail.com

Research Interests:

Penetration testing
Vulnerability Detection
Software Traceability

News

Dec 09, 2025	🎓 I pass my Qualifying Exam!
Dec 02, 2025	🥳 Our paper PenForge: On-the-Fly Expert Agent Construction for Automated Penetration Testing has been accepted to ICSE 2026 (NIER Track)!
Oct 12, 2025	👷 I will serve as a Student Volunteer at ICFP / SPLASH 2025 🇸🇬.
Oct 02, 2025	👷 I will serve as a Junior PC member at MSR 2026!
Sep 13, 2025	🇯🇵 I will have a short research visit to the Software Engineering Laboratory at NAIST.

Selected Publications

ICSE’26 (NIER Track)

PenForge: On-the-Fly Expert Agent Construction for Automated Penetration Testing

Huihui Huang, Jieke Shi , Junkai Chen , Ting Zhang , Yikun Li , Chengran Yang , Eng Lieh Ouh , Lwin Khin Shar , and David Lo

In The 48th International Conference on Software Engineering (ICSE’26, NIER Track) , Apr 2026
ICSE’26

Back to the Basics: Rethinking Issue-Commit Linking with LLM-Assisted Retrieval

Huihui Huang, Ratnadira WIDYASARI , Ting Zhang , Ivana Clairine IRSAN , Jieke Shi , Han Wei Ang , Frank Liauw , Eng Lieh Ouh , Lwin Khin Shar , Hong Jin Kang , and David Lo

In The 48th International Conference on Software Engineering (ICSE’26) , Apr 2026

ICSE’24

BinaryAI: Binary Software Composition Analysis via Intelligent Binary Source Code Matching

Ling Jiang , Junwen An , Huihui Huang, Qiyi Tang , Sen Nie , Shi Wu , and Yuqun Zhang

In The 46th International Conference on Software Engineering (ICSE’24) , Apr 2024

Bib PDF Code Slides

@inproceedings{jiang2024binaryai,
  author = {Jiang, Ling and An, Junwen and Huang, Huihui and Tang, Qiyi and Nie, Sen and Wu, Shi and Zhang, Yuqun},
  title = {BinaryAI: Binary Software Composition Analysis via Intelligent Binary Source Code Matching},
  booktitle = {The 46th International Conference on Software Engineering (ICSE'24)},
  year = {2024},
  month = apr,
  url = {https://dl.acm.org/doi/10.1145/3597503.3639100},
  doi = {10.1145/3597503.3639100}
}