Kumar Avinava Dubey

Research Scientist, Google Research

Joined

October 2017

Names

Kumar Avinava Dubey (Preferred)

Kumar A Dubey

Avinava Dubey

Kumar Dubey

Emails

****@cs.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

Google Research (google.com)

Present

PhD student

Carnegie Mellon University (cmu.edu)

2012 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian Nonparametrics

Present

Statistical Inference

Present

Transformers

Present

Efficient ML

Present

Publications

A multi-modal transformer for cell type-agnostic regulatory predictions
Nauman Javed, Thomas Weingarten, Arijit Sehanobish, Adam Roberts, Kumar Avinava Dubey, Krzysztof Marcin Choromanski, Bradley Bernstein
- Cell Genomics
- Readers: Everyone
Learning Dirichlet Processes from Partially Observed Groups
Kumar Avinava Dubey, Indrajit Bhattacharya, Mrinal Das, Chiranjib Bhattacharyya
- ICDM
- Readers: Everyone
Computationally Efficient Graph Modelling with Refined Graph Random Features
Krzysztof Marcin Choromanski, Kumar Avinava Dubey, Arijit Sehanobish, Isaac Reid
- Submitted to ICLR 2026
- Readers: Everyone
EUGens: Efficient, Unified and General Dense Layers
Sang Min Kim, Byeongchan Kim, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Rahul Kidambi, Dongseok Shim, Kumar Avinava Dubey, Snigdha Chaturvedi, Min-hwan Oh, Krzysztof Marcin Choromanski
- NeurIPS 2025 poster
- Readers: Everyone
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
Connor Schenck, Isaac Reid, Mithun George Jacob, Alex Bewley, Joshua Ainslie, David Rendleman, Deepali Jain, Mohit Sharma, Kumar Avinava Dubey, Ayzaan Wahid, Sumeet Singh, René Wagner, Tianli Ding, Chuyuan Fu, Arunkumar Byravan, Jake Varley, Alexey A. Gritsenko, Matthias Minderer, Dmitry Kalashnikov, Jonathan Tompson et al. (2 additional authors not shown)
- WRL@ICLR 2025 Oral
- Readers: Everyone
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
Connor Schenck, Isaac Reid, Mithun George Jacob, Alex Bewley, Joshua Ainslie, David Rendleman, Deepali Jain, Mohit Sharma, Kumar Avinava Dubey, Ayzaan Wahid, Sumeet Singh, René Wagner, Tianli Ding, Chuyuan Fu, Arunkumar Byravan, Jake Varley, Alexey A. Gritsenko, Matthias Minderer, Dmitry Kalashnikov, Jonathan Tompson et al. (2 additional authors not shown)
- ICML 2025 spotlightposter
- Readers: Everyone
Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs
Krzysztof Marcin Choromanski, Isaac Reid, Arijit Sehanobish, Kumar Avinava Dubey
- AISTATS 2025 Poster
- Readers: Everyone
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
Somnath Basu Roy Chowdhury, Krzysztof Marcin Choromanski, Arijit Sehanobish, Kumar Avinava Dubey, Snigdha Chaturvedi
- SafeGenAi Poster
- Readers: Everyone
Fundamental Limits of Perfect Concept Erasure
Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed, Snigdha Chaturvedi
- AISTATS 2025 Poster
- Readers: Everyone
Magnituder Layers for Implicit Neural Representations in 3D
Sang Min Kim, Byeongchan Kim, Arijit Sehanobish, Krzysztof Marcin Choromanski, Dongseok Shim, Kumar Avinava Dubey, Min-hwan Oh
- Submitted to ICLR 2025
- Readers: Everyone

View all 100 publications

Co-Authors

View all 204 co-authors