Rohit Singh

Assistant Professor, Biostatistics & Bioinformatics, Duke University

Joined

October 2018

Names

Rohit Singh

Emails

****@mit.edu (Confirmed)

****@csail.mit.edu (Confirmed)

****@duke.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

Biostatistics & Bioinformatics, Duke University (duke.edu)

2023 – Present

Researcher

Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology (mit.edu)

2019 – 2023

PhD student

Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology (mit.edu)

2003 – 2008

Advisors, Relations & Conflicts

Coauthor

David Sontag

2006 – 2006

Coauthor

Bonnie Berger

2006 – 2006

Expertise

Metric learning

2018 – Present

Spectral theoretic methods

2006 – Present

Computational Biology

2001 – Present

Publications

Learning a CoNCISE language for small-molecule binding
Mert Erden, Kapil Devkota, Lia Varghese, Lenore Cowen, Rohit Singh
- International Conference on Research in Computational Molecular Biology. Cham: Springer Nature Switzerland, 2025.
- Readers: Everyone
Reverse Distillation: Consistently Scaling Protein Language Model Representations
Darius Catrina, Christian Bepler, Samuel Sledzieski, Rohit Singh
- ICLR 2026 Poster
- Readers: Everyone
Reframing Retreival-Augmented Generation for *in silico* optimization of antibody solubility
Lena Erlach, Rohit Singh, Bonnie Berger, Sai T. Reddy
- GEM
- Readers: Everyone
Interactome-scale comparison of co-immunoprecipitation and yeast two-hybrid assays for protein interaction prediction
Kapil Devkota, Lenore Cowen, Rohit Singh
- AccMLBio Poster
- Readers: Everyone
Aggregating Residue-Level Protein Language Model Embeddings with Optimal Transport
Navid NaderiAlizadeh, Rohit Singh
- OpenReview Archive Direct Upload
- Readers: Everyone
Causally-guided Regularization of Graph Attention Improves Generalizability
Alexander P Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh
- Accepted by TMLR
- Readers: Everyone
Causally-guided Regularization of Graph Attention improves Generalizability
Alexander P Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Granger causal inference on DAGs identifies genomic loci regulating transcription
Alexander P Wu, Rohit Singh, Bonnie Berger
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Deep Reinforcement Learning for Green Security Games with Real-Time Information.
Yufei Wang, Zheyuan Ryan Shi, Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Rohit Singh

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Learning a CoNCISE language for small-molecule binding

Reverse Distillation: Consistently Scaling Protein Language Model Representations

Reframing Retreival-Augmented Generation for in silico optimization of antibody solubility

Interactome-scale comparison of co-immunoprecipitation and yeast two-hybrid assays for protein interaction prediction

Aggregating Residue-Level Protein Language Model Embeddings with Optimal Transport

Causally-guided Regularization of Graph Attention Improves Generalizability

Causally-guided Regularization of Graph Attention improves Generalizability

Granger causal inference on DAGs identifies genomic loci regulating transcription

Deep Reinforcement Learning for Green Security Games with Real-Time Information.

Co-Authors