Roman Garipov

Bio

I am an ML Research Resident at Yandex Research × HSE Joint Laboratory, where I work on LLM, LLM Efficiency and Reasoning.

Previously, I was a Data Scientist at OneMarketData, an ML Engineer at VK.com and an SWE Intern at Yandex.

I hold a Bachelor’s Degree in Computer Science (Applied Mathematics and Programming) and a Master’s Degree in Computer Science (Programming and Artificial Intelligence), both from ITMO University, Saint Petersburg.

Research Interests

Large Language Models (LLMs), LLM Efficiency and Capabilities, Reasoning, Language Model Architectures, Reinforcement Learning.

Publications

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
Gleb Rodionov* | Roman Garipov* | Alina Shutova* | George Yakushev* | Erik Schultheis* | Vage Egiazarian | Anton Sinitsin | Denis Kuznedelev | Dan Alistarh
NeurIPS 2025 Spotlight | arXiv, Code, Project Page
AutoJudge: Judge Decoding Without Manual Annotation
Roman Garipov* | Fedor Velikonivtsev* | Ivan Ermakov | Ruslan Svirschevski | Vage Egiazarian | Max Ryabinin
NeurIPS 2025 Poster | arXiv, Code