Konstantin Sozykin

According to our database, Konstantin Sozykin authored at least 11 papers between 2017 and 2026.

Collaborative distances:

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

2026

Prior Knowledge or Search? A Study of LLM Agents in Hardware-Aware Code Optimization.

Dmitry Redko, Albert Fazlyev, Konstantin Sozykin, Maria Ivanova, Evgeny Burnaev, Egor Shvetsov

CoRR, May, 2026

Global Optimization of Atomic Clusters via Physically-Constrained Tensor Train Decomposition.

Konstantin Sozykin, Nikita Rybin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Alexander V. Shapeev, Ivan Novikov, Gleb V. Ryzhakov

CoRR, January, 2026

2025

High-dimensional Optimization with Low Rank Tensor Sampling and Local Search.

Konstantin Sozykin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Gleb V. Ryzhakov

CoRR, May, 2025

NNTile: a machine learning framework capable of training extremely large GPT language models on a single node.

Aleksandr Mikhalev, Aleksandr Katrutsa, Konstantin Sozykin, Ivan V. Oseledets

CoRR, April, 2025

2022

TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning.

Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej S. Cichocki, Ivan V. Oseledets

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices.

Anh-Huy Phan, Petr Tichavský, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network.

Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Model Predictive Path Integral Control for Car Driving with Autogenerated Cost map Based on Prior Map and Camera Image.

Alexander Buyval, Aidar Gabdullin, Konstantin Sozykin, Alexandr Klimchik

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Using deep features for video scene detection and annotation.

Stanislav I. Protasov, Adil Mehmood Khan, Konstantin Sozykin, Muhammad Ahmad

Signal Image Video Process., 2018

Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks.

Konstantin Sozykin, Stanislav I. Protasov, Adil Khan, Rasheed Hussain, Jooyoung Lee

Proceedings of the 19th IEEE/ACIS International Conference on Software Engineering, 2018

2017

Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks.

Konstantin Sozykin, Adil Mehmood Khan, Stanislav I. Protasov, Rasheed Hussain

CoRR, 2017