Khaled Kamal Saab

Joined

March 2019

Names

Khaled Kamal Saab (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Stanford University (stanford.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

PhD Advisor

2019 – 2019

Expertise

time series modeling

2020 – 2025

healthcare AI

2019 – 2025

deep learning

2018 – 2025

weak supervision

2018 – 2025

Publications

Generating and decoding methylated DNA with a Human Epigenetic Foundation Model
Pouya Niki, Christoforos Nalmpantis, Javkhlan-Ochir Ganbat, Donal Byrne, Husam Babikir, Anjeet Jhutty, Andrey Karailiev, Pooja Kathail, Luca Giacomoni, Francisco M Martín-Zamora, Netanel Loyfer, Khaled Kamal Saab, Hannah Madan, Jonathan C M Wan, Ravi Solanki
- MLGenX 2026 Poster
- Readers: Everyone
Generating and decoding methylated DNA with a Human Epigenetic Foundation Model
Pouya Niki, Christoforos Nalmpantis, Javkhlan-Ochir Ganbat, Donal Byrne, Husam Babikir, Anjeet Jhutty, Andrey Karailiev, Pooja Kathail, Luca Giacomoni, Francisco M Martín-Zamora, Netanel Loyfer, Khaled Kamal Saab, Hannah Madan, Jonathan C M Wan, Ravi Solanki
- Gen² 2026 Poster
- Readers: Everyone
A case for reframing automated medical image classification as segmentation
Sarah Hooper, Mayee F Chen, Khaled Kamal Saab, Kush Bhatia, Curtis Langlotz, Christopher Re
- NeurIPS 2023 poster
- Readers: Everyone
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
Effectively Modeling Time Series with Simple Discrete State Spaces
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Ré
- 2023 (modified: 27 Mar 2023)
- CoRR 2023
- 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
Effectively Modeling Time Series with Simple Discrete State Spaces
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Re
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
Daniel Y Fu, Tri Dao, Khaled Kamal Saab, Armin W Thomas, Atri Rudra, Christopher Re
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
The Importance of Background Information for Out of Distribution Generalization
Jupinder Parmar, Khaled Kamal Saab, Brian Pogatchnik, Daniel Rubin, Christopher Ré
- Published: 21 Jul 2022, Last Modified: 05 May 2023
- SCIS 2022 Poster
- 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
- 2022 (modified: 09 Nov 2022)
- ICLR 2022
- Readers: Everyone

View all 22 publications

Co-Authors

View all 63 co-authors