Christopher Lee-Messer

Joined

May 2021

Names

Christopher Lee-Messer (Preferred)

Emails

****@stanford.edu (Confirmed)

,

****@lee-messer.net (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Stanford University (stanford.edu)

2012 – 2021

Advisors, Relations & Conflicts

Coauthor

2018 – Present

PhD Advisor

Rachel O Wong

1996 – 2001

Expertise

activity-dependent development

,

synaptic pruning

Present

epilepsy

,

machine learning

,

self-supervision

,

weak-supervision

,

meta-learning

2012 – Present

Publications

Modeling Multivariate Biosignals with Graph Neural Networks and Structured State Space
Siyi Tang, Jared Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Tina Baykaner, Christopher Lee-Messer, Daniel Rubin
- Published: 01 Mar 2023, Last Modified: 22 Apr 2023
- ICLR 2023 TSRL4H Oral
- Readers: Everyone
Spatiotemporal Modeling of Multivariate Signals with Graph Neural Networks and Structured State Space Models
Siyi Tang, Jared Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Christopher Lee-Messer, Daniel Rubin
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
Sabri Eyuboglu, Maya Varma, Khaled Kamal Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Re
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Oral
- Readers: Everyone
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Siyi Tang, Jared Dunnmon, Khaled Kamal Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel Rubin, Christopher Lee-Messer
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
TIME-LAPSE: Learning to say “I don't know” through spatio-temporal uncertainty scoring
Nandita Bhaskhar, Daniel Rubin, Christopher Lee-Messer
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors