Surag Nair

Researcher, Genentech

Joined

July 2019

Names

Surag Nair

Emails

****@stanford.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Genentech (gene.com)

2024 – Present

PhD student

Stanford University (stanford.edu)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Genomics

Present

Computational biology

Present

Epigenetics

Present

Publications

Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
Xiner Li, Yulai Zhao, Chenyu Wang, Gabriele Scalia, Gökcen Eraslan, Surag Nair, Tommaso Biancalani, Shuiwang Ji, Aviv Regev, Sergey Levine, Masatoshi Uehara
- NeurIPS 2025 poster
- Readers: Everyone
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
Xiner Li, Yulai Zhao, Chenyu Wang, Gabriele Scalia, Gökcen Eraslan, Surag Nair, Tommaso Biancalani, Shuiwang Ji, Aviv Regev, Sergey Levine, Masatoshi Uehara
- AIDrugX Poster
- Readers: Everyone
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
Xiner Li, Yulai Zhao, Chenyu Wang, Gabriele Scalia, Gökcen Eraslan, Surag Nair, Tommaso Biancalani, Shuiwang Ji, Aviv Regev, Sergey Levine, Masatoshi Uehara
- Submitted to ICLR 2025
- Readers: Everyone
GENCODE: reference annotation for the human and mouse genomes in 2023
Adam Frankish, Silvia Carbonell Sala, Mark Diekhans, Irwin Jungreis, Jane E. Loveland, Jonathan M. Mudge, Cristina Sisu, James C. Wright, Carme Arnan, If Barnes, Abhimanyu Banerjee, Ruth Bennett, Andrew E. Berry, Alexandra Bignell, Carles Boix, Ferriol Calvet Riera, Daniel Cerdán-Vélez, Fiona Cunningham, Claire Davidson, Sarah M. Donaldson et al. (42 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 11 Feb 2024
- Nucleic Acids Res. 2023
- Readers: Everyone
fastISM: performantsaturation mutagenesis for convolutional neural networks
Surag Nair, Avanti Shrikumar, Jacob M. Schreiber, Anshul Kundaje
- Bioinform. 2022
- Readers: Everyone
Integrating regulatory DNA sequence and gene expression to predict genome-wide chromatin accessibility across cellular contexts
Surag Nair, Daniel S. Kim, Jacob Perricone, Anshul Kundaje
- 2019 (modified: 19 Feb 2025)
- Bioinform. 2019
- Readers: Everyone
Inferring Temporal Knowledge for Near-Periodic Recurrent Events
Dinesh Raghu, Surag Nair, Mausam
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
TF-MoDISco v0.4.4.2-alpha: Technical Note
Avanti Shrikumar, Katherine Tian, Anna Shcherbina, Ziga Avsec, Abhimanyu Banerjee, Mahfuza Sharmin, Surag Nair, Anshul Kundaje
- 2018 (modified: 19 Feb 2025)
- CoRR 2018
- Readers: Everyone

Co-Authors

View all 80 co-authors