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 and a Master’s Degree in Computer Science, 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