Alexander Demidovskij
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
5
Active years
2016–2025
Best venue rank
A
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECAI | 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 |
| 2025 | ECAI | 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 |
| 2025 | PRICAI | 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 |
| 2024 | ECAI | ALOE: Boosting Large Language Model Fine-Tuning with Aggressive Loss-Based Elimination of Samples. | Alexander Demidovskij, Aleksei Trutnev, Artyom Tugaryov, Igor Salnikov |
| 2020 | IJCNN | Effective Post-Training Quantization Of Neural Networks For Inference on Low Power Neural Accelerator. | Alexander Demidovskij, Eugene Smirnov |
| 2020 | ICTAI | 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 |
| 2017 | AIST | Development of a Model to Predict Intention Using Deep Learning. | Nikolay Karpov, Alexander Demidovskij, Alexey Malafeev |
| 2016 | AIST | Evolvable Semantic Platform for Facilitating Knowledge Exchange. | Nikolay Karpov, Eduard Babkin, Alexander Demidovskij |