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Mert Pilanci — most-cited papers & profile · Large Language Models
← authors
·
overview
Mert Pilanci
11
papers ·
3
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Convex Optimization for Alignment and Preference Learning on a Single GPU
2026
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration
2026
Adaptive Large Language Models By Layerwise Attention Shortcuts
2024
Top co-authors
Erica Zhang
· 2
Jose Blanchet
· 2
Naomi Sagan
· 2
Prateek Verma
· 2
Ash Alizadeh
· 1
Danny Tse
· 1
Fangzhao Zhang
· 1
Jurik Mutter
· 1
Kangwook Lee
· 1
Miria Feng
· 1
Nick Phillips
· 1
Robert Tibshirani
· 1
Topics
cs.LG
stat.ML
Model Architecture
Efficiency