Sophia Han

Sophia Han

In pursuit of Lux et Veritas

I am a Postdoctoral Scholar at Stanford Law School working with Daniel Ho. I completed my Ph.D. in Computer Science at Yale (2021.9 - 2025.9), working closely with Arman Cohan, Scott Shapiro and Ruzica Piskac. My dissertation is on advancing LLM reasoning from logic to law.

Previously, I interned at Google Deepmind, Meta Superintelligence Labs and AWS, working on advancing reasoning capabilities in large language models. I completed my B.Eng Computer Science degree in Nanyang Technological University, Singapore.

Selected Publications

Awards

Recent talks

Invited talk at AAAI 2026 Workshop: Bridge Program on Advancing LLM-Based Multi-Agent Collaboration, January 2026.
From First Principles to Real-World Applications: Advancing LLM Reasoning from Logic to Law. Invited talk at Zhejiang University, November 2025.
From First Principles to Real-World Applications: Advancing LLM Reasoning from Logic to Law. Invited talk at UCSB, October 2025.
From First Principles to Real-World Applications: Advancing LLM Reasoning from Logic to Law. Thesis Defense talk at Yale, September 2025. Slides. Video.
From First Principles to Real-World Applications: Advancing LLM Reasoning from Logic to Law. Invited talk at Rice University, September 2025.
From First Principles to Real-World Applications: Advancing LLM Reasoning from Logic to Law. Invited talk at Google Deepmind, August 2025.
Advancing Reasoning in Large Language Models: from Fundamentals to Real-World Applications. Invited talk at CMU, April 2025.
Advancing Reasoning in Large Language Models: from Fundamentals to Real-World Applications. Invited talk at UCSD, Nov 2024.
Advancing Reasoning in Large Language Models: from Fundamentals to Real-World Applications. Thesis prospectus talk at Yale, May 2024.

Teaching

Services and Organization

Miscellaneous

  • I was a student of the late Dragomir Radev from 2021 to 2023. In Memory of Drago.
  • Besides research, I have a habit of wandering into new intellectual worlds. Nothing makes me happier than chasing a curiosity rabbit hole.
  • Book list: Thinking Like a Lawyer by Frederick Schauer, Elements of Law, an Introduction to Metaphysics.
  • As a jack-of-all-trades in art, I had the privilege of performing in an ensemble at Yale’s historic Woolsey Hall.
  • I have lived in Guangzhou, Shenzhen, Los Angeles, Singapore, New Haven, New York, Mountain View, San Diego, Palo Alto, Redwood City and Jersey City.
  • Open Source Society Technical Director, Hackers for Charity Subcommittee