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Soufiane Hayou — most-cited papers & profile · Large Language Models
← authors
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overview
Soufiane Hayou
7
papers ·
0
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7
h-index
Johns Hopkins University · Johns Hopkins University Applied Physics Laboratory
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Most-cited papers
The Myth of Expert Specialization in MoEs: Why Routing Reflects Geometry, Not Necessarily Domain Expertise
2026
Learning Rate Scaling across LoRA Ranks and Transfer to Full Finetuning
2026
Optimal Embedding Learning Rate in LLMs: The Effect of Vocabulary Size
2025
PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models
2025
How Bad is Training on Synthetic Data? A Statistical Analysis of Language Model Collapse
2024
The Impact of Initialization on LoRA Finetuning Dynamics
2024
Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory
2024
Top co-authors
Bin Yu
· 2
Mohamed El Amine Seddik
· 2
Nikhil Ghosh
· 2
Ahmed Alzubaidi
· 1
Aymane El Firdoussi
· 1
Eric Nalisnick
· 1
Hakim Hacid
· 1
Liyuan Liu
· 1
Merouane Debbah
· 1
Nan Chen
· 1
Pierre Youssef
· 1
Reda Alami
· 1
Topics
cs.AI
cs.LG
cs.CL
stat.ML
Vision-Language
Fine-Tuning
RAG
math.ST
stat.TH