Yuzhe Yang

Assistant Professor, University of California, Los Angeles

Joined

July 2019

Names

Yuzhe Yang

Emails

****@mit.edu (Confirmed)

****@gmail.com (Confirmed)

****@ucla.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University of California, Los Angeles (ucla.edu)

2025 – Present

PhD student

Massachusetts Institute of Technology (mit.edu)

2018 – 2024

Undergrad student

Peking University (pku.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Dina Katabi

2018 – 2024

Expertise

Self-supervised Learning

Representation Learning

2019 – Present

AI for Health and Medicine

2019 – Present

Fairness

Robustness

Out-of-Distribution Generalization

2019 – Present

Trustworthy ML

2018 – Present

Machine Learning

Deep Learning

2014 – Present

Publications

Self-supervised Learning for Incomplete Multimodal Wearable Sensor Data
Maxwell A Xu, Girish Narayanswamy, Kumar Ayush, Dimitris Spathis, Samuel Aaron Solomon, Shun Liao, Shyam A. Tailor, Ahmed Metwally, A. Ali Heydari, Yuwei Zhang, Jake Garrison, Samy Abdel-Ghaffar, Xuhai Xu, Ken Gu, Jacob Sunshine, Ming-Zher Poh, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli et al. (6 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
SensorLM: Learning the Language of Wearable Sensors
Yuwei Zhang, Kumar Ayush, Siyuan Qiao, A. Ali Heydari, Girish Narayanswamy, Maxwell A Xu, Ahmed Metwally, Jinhua Xu, Jake Garrison, Xuhai Xu, Tim Althoff, Yun Liu, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Cecilia Mascolo, Xin Liu, Daniel McDuff, Yuzhe Yang
- NeurIPS 2025 poster
- Readers: Everyone
RADAR: Benchmarking Language Models on Imperfect Tabular Data
Ken Gu, Zhihan Zhang, Kate Lin, Yuwei Zhang, Akshay Paruchuri, Hong Yu, Mehran Kazemi, Kumar Ayush, A. Ali Heydari, Maxwell A Xu, Yun Liu, Ming-Zher Poh, Yuzhe Yang, Mark Malhotra, Shwetak Patel, Hamid Palangi, Xuhai Xu, Daniel McDuff, Tim Althoff, Xin Liu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
The Limits of Fair Medical Imaging AI in Real-World Generalization
Yuzhe Yang, Haoran Zhang, Judy Gichoya, Dina Katabi, Marzyeh Ghassemi
- Nature Medicine
- Readers: Everyone
Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments
Yipeng Du, Zihao Wang, Ahmad Farhan, Claudio Angione, Harry Yang, Fielding Johnston, James P. Buban, Yue Zhao, Yuzhe Yang
- COLM 2025
- Readers: Everyone
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
Ulzee An, Moonseong Jeong, Simon Austin Lee, Aditya Gorla, Yuzhe Yang, Sriram Sankararaman
- ICML 2025 spotlightposter
- Readers: Everyone
Scaling Wearable Foundation Models
Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai Xu, shun liao, Jake Garrison, Shyam A. Tailor, Jacob Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak Patel, Samy Abdel-Ghaffar, Daniel McDuff
- ICLR 2025 Poster
- Readers: Everyone
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
Yuzhe Yang, Yujia Liu, Xin Liu, Wei Wu, Shwetak Patel
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
Yuzhe Yang, Yujia Liu, Xin Liu, Avanti Gulhane, Domenico Mastrodicasa, Wei Wu, Edward J Wang, Dushyant Sahani, Shwetak Patel
- GenAI4Health Oral
- Readers: Everyone
On Mitigating Shortcut Learning for Fair Chest X-ray Classification under Distribution Shift
Yuzhe Yang, Haoran Zhang, Dina Katabi, Marzyeh Ghassemi
- DistShift 2023 Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 77 co-authors