Scholar
Andrey Gromov
Google Scholar ID: D056qfMAAAAJ
AI Research Scientist @ Meta FAIR, Adjunct Assistant Professor @ UMD, College Park
artificial intelligence
machine learning
theoretical physics
condensed matter physics
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Citations & Impact
All-time
Citations
2,460
H-index
26
i10-index
42
Publications
20
Co-authors
38
list available
Contact
No contact links provided.
Publications
7 items
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale
2026
Cited
0
A Scalable Measure of Loss Landscape Curvature for Analyzing the Training Dynamics of LLMs
2026
Cited
0
On the origin of neural scaling laws: from random graphs to natural language
2026
Cited
3
Towards Distributed Neural Architectures
2025
Cited
0
PARQ: Piecewise-Affine Regularized Quantization
2025
Cited
0
Spectral Journey: How Transformers Predict the Shortest Path
2025
Cited
0
The Unreasonable Ineffectiveness of the Deeper Layers
arXiv.org · 2024
Cited
62
Resume (English only)
Research Experience
Kadanoff Fellow, University of Chicago (Kadanoff Center), 2018
Postdoctoral Fellow, UC Berkeley, 2019
Assistant Professor, Brown University, 2019–2022
Visiting Research Scientist, Meta FAIR, 2022–2024
Assistant Professor, University of Maryland, College Park, 2022–2024
Research Scientist, Meta FAIR, 2024–present
Co-authors
38 total
Alexander G. Abanov
Professor, Department of Physics and Astronomy, Stony Brook University
Rylan Schaeffer
Stanford University
Darshil Doshi
DSAI postdoctoral Fellow @ Johns Hopkins University
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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