Ruishan Liu

Assistant Professor, University of Southern California

Joined

September 2018

Names

Ruishan Liu (Preferred)

Emails

****@stanford.edu (Confirmed)

,

****@usc.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Assistant Professor

University of Southern California (usc.edu)

2024 – Present

Postdoc

Stanford University (stanford.edu)

2022 – 2024

PhD student

Stanford University (stanford.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2023

Expertise

biomedical AI

2018 – 2024

deep learning

2016 – 2024

Publications

Beyond Idealized Patients: Evaluating LLMs under Challenging Patient Behaviors in Medical Consultations
Yahan Li, Xinyi Jie, Wanjia Ruan, Xubei Zhang, Huaijie ZHU, Yicheng Gao, Ruishan Liu
- ICLR 2026 Trustworthy AI
- Readers: Everyone
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
Yahan Li, Jifan Yao, John Bosco S. Bunyi, Adam C Frank, Angel Hsing-Chi Hwang, Ruishan Liu
- ICLR 2026 Oral
- Readers: Everyone
Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions
Wang Bill Zhu, Tian-qi Chen, Xinyan Velocity Yu, Ching Ying Lin, Jade Law, Mazen Jizzini, Jorge J. Nieva, Ruishan Liu, Robin Jia
- ICLR 2026 Poster
- Readers: Everyone
Data-Driven Subgroup Identification for Linear Regression
Zachary Izzo, Ruishan Liu, James Zou
- ICML 2023 Poster
- Readers: Everyone
Data-driven subgroup identification for linear regression
Zachary Izzo, Ruishan Liu, James Zou
- 09 Oct 2022 (modified: 15 Feb 2026)
- LMRL 2022 Paper
- Readers: Everyone

Co-Authors