Dr Yujin Huang
Research Fellow
School of Computing and Information Systems
13 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
Bypassing Guardrails: Lessons Learned from Red Teaming ChatGPT
DOI: 10.1145/37472882026
Journal article
Typhon Unleashed: Practical Adversarial Weight Attacks Against On-Device Deep Learning Models
DOI: 10.1109/TDSC.2026.36669792025
Thesis / Dissertation
Towards Secure and Robust On-device Deep Learning Systems
2024
Journal article
HiTSKT: A hierarchical transformer model for session-aware knowledge tracing
DOI: 10.1016/j.knosys.2023.1113002024
Conference Proceedings
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction
DOI: 10.18653/v1/2024.findings-emnlp.4762023
Journal article
A First Look at On-device Models in iOS Apps
DOI: 10.1145/36171772023
Conference Proceedings
Beyond the Model: Data Pre-processing Attack to Deep Learning Models in Android Apps
DOI: 10.1145/3591197.3591308
RECENT SCHOLARLY WORKS
2023
Conference Proceedings
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning
DOI: 10.1145/3591197.35913072023
Conference Proceedings
Training-free Lexical Backdoor Attacks on Language Models
DOI: 10.1145/3543507.35833482023
Conference Proceedings
Pairwise GUI Dataset Construction Between Android Phones and Tablets