Zeyu Qin
Scholar

Zeyu Qin

Google Scholar ID: 3LXI4-MAAAAJ
Hong Kong University of Science and Technology
Machine LearningDeep LearningScalable OversightAI Safety
Citations & Impact
All-time
Citations
451
 
H-index
10
 
i10-index
11
 
Publications
19
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • 2025: Paper 'Scaling Laws of Synthetic Data for Language Models' accepted to COLM 2025
  • 2025: Paper 'Safety Reasoning with Guidelines' accepted to ICML 2025, introducing SRG framework for improved out-of-distribution generalization in safety alignment
  • 2024: Paper 'Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense' accepted to NeurIPS 2024 (Spotlight)
  • 2023: Two papers accepted to NeurIPS 2023 (one Spotlight), on backdoor purification and imitation learning from imperfect demonstrations
  • 2023: First study on robustness from personalization in federated learning against backdoor attacks accepted to KDD 2023