Scholar
Guangyu Shen
Google Scholar ID: YiMTVwgAAAAJ
Purdue University
Citations & Impact
Citations
1,378
H-index
20
i10-index
30
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- Paper 'BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target' accepted to IEEE S&P 2025
- Paper 'ODSCAN: Backdoor Scanning for Object Detection Models' accepted to IEEE S&P 2024
- Paper 'UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening' accepted to ECCV 2024
- Paper 'Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration' accepted to NeurIPS 2023
- Paper 'PICCOLO: Exposing Complex Backdoors in NLP Transformer Models' accepted to IEEE S&P 2022
- Paper 'Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense' accepted to ICML 2022
- Paper 'Complex Backdoor Detection by Symmetric Feature Differencing' accepted to CVPR 2022
- Paper 'Backdoor Scanning for Deep Neural Networks through K-Arm Optimization' accepted to ICML 2021
- Won 1st place as winning attacker team ($250,000) in Amazon Nova AI Challenge (July 2025) as co-lead of PurCL team
- Recipient of Bilsland Fellowship