Kaixuan Huang
Scholar

Kaixuan Huang

Google Scholar ID: EfxwV6oAAAAJ
Princeton University
Machine Learning
Citations & Impact
All-time
Citations
4,910
 
H-index
17
 
i10-index
21
 
Publications
20
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • Recipient of the 2024 Google PhD Fellowship
  • Paper 'MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations' accepted at ICML 2025 (scheduled talk in May 2025)
  • Paper 'CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments' to appear in Nature Biomedical Engineering (scheduled talk at INFORMS 2024 in October 2024)
  • Paper 'Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications' received Best Paper Award at ICML 2024 and ICLR Secure and Trustworthy LLMs 2024
  • Paper 'Visual Adversarial Examples Jailbreak Large Language Models' accepted as Oral presentation at AAAI 2024
  • Developed SpecDec++, an efficient decoding algorithm, published at COLM 2025 and ICML 2024 ES-FoMo workshop