Huihui Huang
CS PhD candidate at Singapore Management University
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 (ACM and IEEE Fellow). I am also grateful to be mentored by Dr. Jieke Shi. 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 hhhuang@smu.edu.sg
Research Interests:
- Penetration testing
- Vulnerability Detection
- Software Traceability
News
| Apr 07, 2026 | 🥳 Our paper SecureVibeBench: Evaluating Secure Coding Capabilities of Code Agents with Realistic Vulnerability Scenarios has been accepted to ACL 2026 Main Conference and recommended as Oral presentation! |
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| Mar 12, 2026 | 🥳 Our paper Revisiting Vulnerability Patch Identification on Data in the Wild has been accepted to TOSEM! |
| Dec 17, 2025 | 🥳 Our paper Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses? has been accepted to ICSE 2026! |
| 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)! |