Huanran Chen
Scholar

Huanran Chen

Google Scholar ID: QYsKXccAAAAJ
PhD student, Tsinghua SAIL
Machine Learning TheoryOptimizationAI Safety
Citations & Impact
All-time
Citations
749
 
H-index
12
 
i10-index
13
 
Publications
19
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Published papers on the robustness of LLMs, such as 'The Loss Landscape of LLMs: A Basin-like Structure' and 'Towards the Worst-case Robustness of Large Language Models.'
Research Experience
  • Focuses on robustness research, especially on adversarial examples and the lack of benign overfitting in adversarial training. Conducted preliminary exploration into the robustness of large language models (LLMs).
Education
  • PhD student at Tsinghua SAIL Group (Fall 2025), advised by Prof. Jun Zhu, and closely collaborates with Prof. Yinpeng Dong.
Background
  • PhD student from TSAIL, with a keen interest in the physics of machine learning. Dream is to elevate AI to the realm of science, making every phenomenon explainable and predictable.
Miscellany
  • Extremely interest-driven person, does research only for fun.