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 (ECAI, 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 (ECAI, 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 (PRICAI, 2025)