Yehonathan Refael

According to our database, Yehonathan Refael authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training.

Yehonathan Refael, Guy Smorodinsky, Tom Tirer, Ofir Lindenbaum

CoRR, May, 2025

A Recipe for Improving Remote Sensing VLM Zero Shot Generalization.

Aviad Barzilai, Yotam Gigi, Amr Helmy, Vered Silverman, Yehonathan Refael, Bolous Jaber, Tomer Shekel, George Leifman, Genady Beryozkin

CoRR, March, 2025

LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM.

Yehonathan Refael, Iftach Arbel, Ofir Lindenbaum, Tom Tirer

CoRR, February, 2025

AdaRankGrad: Adaptive Gradient Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning.

Yehonathan Refael, Jonathan Svirsky, Boris Shustin, Wasim Huleihel, Ofir Lindenbaum

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning <i>k</i>-Level Structured Sparse Neural Networks Using Group Envelope Regularization.

Yehonathan Refael, Iftach Arbel, Wasim Huleihel

Trans. Mach. Learn. Res., 2024

Mathematical Framework for Online Social Media Auditing.

Wasim Huleihel, Yehonathan Refael

J. Mach. Learn. Res., 2024

FineGates: LLMs Finetuning with Compression using Stochastic Gates.

Jonathan Svirsky, Yehonathan Refael, Ofir Lindenbaum

CoRR, 2024

TransformLLM: Adapting Large Language Models via LLM-Transformed Reading Comprehension Text.

Iftach Arbel, Yehonathan Refael, Ofir Lindenbaum

CoRR, 2024

SLIP: Securing LLMs IP Using Weights Decomposition.

Yehonathan Refael, Adam Hakim, Lev Greenberg, Tal Aviv, Satya Lokam, Ben Fishman, Shachar Seidman

CoRR, 2024

2022

Sparse regularization via bidualization.

Amir Beck, Yehonathan Refael

J. Glob. Optim., 2022

Learning k-Level Sparse Neural Networks Using a New Generalized Group Sparse Envelope Regularization.

Yehonathan Refael, Iftach Arbel, Wasim Huleihel

CoRR, 2022

Mathematical Framework for Online Social Media Regulation.

Wasim Huleihel, Yehonathan Refael

CoRR, 2022