Brandon Reagen

Researcher, LG Corporation

Professor, New York University

Joined

October 2017

Names

Brandon Reagen

Emails

****@fas.harvard.edu (Confirmed)

****@nyu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

LG Corporation (lge.com)

2024 – Present

Professor

New York University (nyu.edu)

2020 – Present

Research Scientist

Facebook (fb.com)

2018 – 2022

PhD student

Harvard University (harvard.edu)

2012 – 2018

Undergrad student

University of Massachusetts, Amherst (umass.edu)

2007 – 2012

Advisors, Relations & Conflicts

Coauthor

Chinmay Hegde

2021 – Present

Coauthor

Siddharth Garg

2020 – Present

Coauthor

Zahra Ghodsi

2020 – Present

Coauthor

Alexander Rush

2016 – 2018

PhD Advisor

David Brooks

2012 – 2018

PhD Advisor

Gu-Yeon Wei

2012 – 2018

Expertise

private inference

systems for AI

2013 – 2023

Publications

NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks
Nandan Kumar Jha, Brandon Reagen
- ICLR 2026 Poster
- Readers: Everyone
Regularizing the Entropy Landscape of Self-Attention: Towards a Soft Inductive Bias in LLMs
Nandan Kumar Jha, Brandon Reagen
- NeurIPS 2025 Workshop
- Readers: Everyone
A Random Matrix Theory Perspective on the Learning Dynamics of Multi-head Latent Attention
Nandan Kumar Jha, Brandon Reagen
- HiLD at ICML 2025 Poster
- Readers: Everyone
AERO: Softmax-Only LLMs for Efficient Private Inference
Nandan Kumar Jha, Brandon Reagen
- Submitted to ICLR 2025
- Readers: Everyone
PriViT: Vision Transformers for Private Inference
Naren Dhyani, Jianqiao Cambridge Mo, Patrick Yubeaton, Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde
- Accepted by TMLR
- Readers: Everyone
DeepReShape: Redesigning Neural Networks for Efficient Private Inference
Nandan Kumar Jha, Brandon Reagen
- Accepted by TMLR
- Readers: Everyone
PriViT: Vision Transformers for Fast Private Inference
Naren Dhyani, Jianqiao Cambridge Mo, Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde
- Submitted to ICLR 2024
- Readers: Everyone
Characterizing and Optimizing End-to-End Systems for Private Inference
Karthik Garimella, Zahra Ghodsi, Nandan Kumar Jha, Siddharth Garg, Brandon Reagen
- 2023 (modified: 16 Apr 2023)
- ASPLOS (3) 2023
- Readers: Everyone
RPU: The Ring Processing Unit
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Thari Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew Schmidt, Ajey Jacob, Benedict Reynwar, Kellie Canida, Akhilesh R. Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick et al. (4 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 69 publications

Co-Authors

View all 137 co-authors