About Me

Here is Shuang LIU.

I am a second year Ph.D. student in the School of Computer Science at Carnegie Mellon University (CMU), advised by Sarah Scheffler. I am a member of CyLab, the security and privacy institute at CMU.

Research Interest

My research interests lie in the intersection of computer science, law and policy. I’m interested in topics regarding:

• LLM reasoning and evaluation with applications in legal domains
• LLM agents
• FATE (Fairness, Accountability, Transparency, Ethics) in AI
• Cybersecurity and Information Privacy
• AI Gorvenance and Policy

Recent Talks

• Natural Legal Language Processing (NLLP) Workshop — November 8, 2025
  ContractEval: Benchmarking LLMs for Clause-Level Legal Risk Identification in Commercial Contracts

• 9th Workshop on Technology and Consumer Protection (ConPro ‘25) — May 15, 2025
  Privacy-preserving Age Verification based on Improved Verifiable Credentials Framework

Publications

Conference Papers

Journal Articles

Preprints