Scholar
Zhenkai Liang
Google Scholar ID: SXfOJjcAAAAJ
School of Computing, National University of Singapore
System Security
Web Security
Software Debugging
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
4,110
H-index
26
i10-index
55
Publications
20
Co-authors
24
list available
Contact
Email
liangzk@nus.edu.sg
GitHub
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Publications
18 items
Do LLMs and VLMs Share Neurons for Inference? Evidence and Mechanisms of Cross-Modal Transfer
2026
Cited
0
Self-Guard: Defending Large Reasoning Models via enhanced self-reflection
2026
Cited
0
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
2026
Cited
1
PromoGuardian: Detecting Promotion Abuse Fraud with Multi-Relation Fused Graph Neural Networks
2025
Cited
0
TraceAegis: Securing LLM-Based Agents via Hierarchical and Behavioral Anomaly Detection
2025
Cited
0
When MCP Servers Attack: Taxonomy, Feasibility, and Mitigation
2025
Cited
0
PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants
2025
Cited
0
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
2025
Cited
0
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Resume (English only)
Academic Achievements
- September 2025: Paper on language for tennis analytics won the Distinguished Paper Award at ISACE'25
- August 2025: USENIX Security 2025 paper on PHP Fuzzing won the Distinguished Paper Award
Research Experience
- Advisor for the Curiosity Research Group
- Co-lead Principal Investigator of the National Cybersecurity R&D Laboratory (NCL) in Singapore
Background
- Research Interests: Systems and system security, social and economic aspects of cybersecurity, education
- Position: Associate Professor at the School of Computing, National University of Singapore
- Personal Ethos: Be interesting people, do meaningful work; elegance in thought and meaning in action
Miscellany
- Hobbies/Interests: Seeking curious minds with a skill and mindset for repairing things (like bicycles) to join his team
Co-authors
24 total
Prateek Saxena
National University of Singapore
Dawn Song
Professor of Computer Science, UC Berkeley
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Juan Caballero
Research Professor, IMDEA Software Institute
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