Yehonathan Refael

1. SLIP: Securing LLMs IP Using Weights Decomposition
   2024/07/15 by Yehonathan Refael, Adam Hakim, Refael, Yehonathan +13 · 5 citations
   Computer Science · #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training
   2025/05/30 by Yehonathan Refael, Guy Smorodinsky, Refael, Yehonathan +5 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Speech Recognition and Synthesis #Topic Modeling
3. TransformLLM: Adapting Large Language Models via LLM-Transformed Reading Comprehension Text
   2024/10/28 by Iftach Arbel, Yehonathan Refael, Arbel, Iftach +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. FineGates: LLMs Finetuning with Compression using Stochastic Gates
   2024/12/17 by Jonathan Svirsky, Yehonathan Refael, Svirsky, Jonathan +3 · 2 citations
   Computer Science · #Algorithms and Data Compression #Parallel Computing and Optimization Techniques #Numerical Methods and Algorithms