Igor Salnikov

According to our database, Igor Salnikov authored at least 5 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Hebb-Inspired Low Rank Adapters for Large Language Models Fine-Tuning.

Alexander Demidovskij, Artyom Tugaryov, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Pengcheng Xie, Irina Novikova, Egor Zharikov, Vasilisa Blyudova, Yuri Ignatiev

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

Going Beyond LoRA Fine-Tuning with Hebb Learning: Blazingly Fast and Accurate.

Alexander Demidovskij, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Artyom Tugaryov, Yuri Ignatiev, Vasilisa Blyudova, Egor Zharikov, Irina Novikova

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

On the Influence of Layer Importance on LLM Fine-Tuning Acceleration and Quality.

Alexander Demidovskij, Irina Novikova, Artyom Tugaryov, Vasilisa Blyudova, Olga Frolova, Yuri Ignatiev, Igor Salnikov, Aleksei Trutnev, Egor Zharikov

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

ALOE: Boosting Large Language Model Fine-Tuning with Aggressive Loss-Based Elimination of Samples.

Alexander Demidovskij, Aleksei Trutnev, Artyom Tugaryov, Igor Salnikov

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2020

OpenVINO Deep Learning Workbench: A Platform for Model Optimization, Analysis and Deployment.

Alexander Demidovskij, Artyom Tugaryov, Alexander Suvorov, Yaroslav Tarkan, Marat Fatekhov, Igor Salnikov, Andrey Kashchikhin, Vladimir Golubenko, Galina Dedyukhina, Alina Alborova, Ryan Palmer, Mikhail Fedorov, Yury Gorbachev

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020