Tristan Naumann

Principal Researcher, Microsoft Research

Joined

July 2019

Names

Tristan Naumann

Emails

****@microsoft.com (Confirmed)

****@mit.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Microsoft Research (microsoft.com)

2018 – Present

PhD student

Massachusetts Institute of Technology (mit.edu)

2012 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Peter Szolovits

2012 – 2018

Expertise

clinical NLP

Present

natural language processing for health

Present

machine learning for health

Present

Publications

X-REASONER: Towards Generalizable Reasoning Across Modalities and Domains
Qianchu Liu, Sheng Zhang, Guanghui Qin, Timothy Ossowski, Yu Gu, Ying Jin, Sid Kiblawi, J. Samuel Preston, Mu Wei, Paul Vozila, Tristan Naumann, Hoifung Poon
- Submitted to ICLR 2026
- Readers: Everyone
Self-supervised Sparse Vision Concepts for Image Understanding and Reconstruction
Theodore Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel C Codella, Tristan Naumann, Hoifung Poon, Mu Wei
- Submitted to ICLR 2026
- Readers: Everyone
Pretraining Patient Foundation Models on Multimodal Patient Journeys
Daniel P Jeong, Suhana Bedi, Cliff Wong, Sheng Zhang, Jeya Maria Jose Valanarasu, Qianchu Liu, Reuben Tan, Zelalem Gero, Jaspreet Bagga, Juan Manuel Zambrano Chaves, Naoto Usuyama, Hanwen Xu, Roshanthi K Weerasinghe, Rom Leidner, Brian Piening, carlo bifulco, Tristan Naumann, Hoifung Poon
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
BiomedParse-V : Scaling Foundation Model for Universal Text-guided Volumetric Biomedical Image Segmentation
Theodore Zhao, Ho Hin Lee, Alberto Santamaria-Pang, Noel C Codella, Sid Kiblawi, Yu Gu, Yu Fang, Wenxuan Teng, Naiteek Sangani, Ivan Tarapov, Matthew P. Lungren, Matthias Blondeel, Tristan Naumann, Naoto Usuyama, Sheng Wang, Paul Vozila, Hoifung Poon, Mu Wei
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
Aliyah Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, Anobel Odisho, Bin Yu
- NeurIPS XAIA 2023
- Readers: Everyone
CliNER 2.0: Accessible and Accurate Clinical Concept Extraction
Saurabh Kulshreshtha, William Boag, Peter Szolovits, Anna Rumshisky, Tristan Naumann
- 30 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, Anobel Odisho, Bin Yu
- ICLR 2024 poster
- Readers: Everyone
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
- 20 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao
- NeurIPS 2023 Datasets and Benchmarks Spotlight
- Readers: Everyone
Self-verification improves few-shot clinical information extraction
Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon
- IMLH 2023 PosterShortPaper
- Readers: Everyone

View all 32 publications

Co-Authors

View all 125 co-authors