Aleksei Trutnev

Researcher, Huawei Technologies Ltd.

Joined

March 2023

Names

Aleksei Trutnev (Preferred)

Emails

****@huawei-partners.com (Confirmed)

****@mail.ru (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

MS student

Higher School of Economics, Higher School of Economics (edu.hse.ru)

2023 – 2025

Lecturer

Higher School of Economics (hse.ru)

2023 – 2024

Undergrad student

Higher School of Economics, Higher School of Economics (edu.hse.ru)

2019 – 2023

Intern

Intel (intel.com)

2021 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Clustering

2023 – Present

Publications

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
- Crossref
- Readers: Everyone
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
- Crossref
- Readers: Everyone
ALOE: Boosting Large Language Model Fine-Tuning with Aggressive Loss-Based Elimination of Samples
Alexander Demidovskij, Aleksei Trutnev, Artyom Tugaryov, Igor Salnikov
- Crossref
- Readers: Everyone
Lightweight and Elegant Data Reduction Strategies for Training Acceleration of Convolutional Neural Networks
Alexander Vladimirovich Demidovskij, Artem Tugarev, Aleksei Trutnev, Marina Kazyulina, Igor Salnikov, Stanislav Pavlov
- 16 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
DAREL: Data Reduction with Losses for Training Acceleration of Real and Hypercomplex Neural Networks
Alexander Vladimirovich Demidovskij, Aleksei Trutnev, Artem Tugarev, Igor Salnikov, Stanislav Pavlov
- WANT@NeurIPS 2023 Poster
- Readers: Everyone
Lightweight and Elegant Data Reduction Strategies for Training Acceleration of Convolutional Neural Networks
Alexander Demidovskij, Artyom Tugaryov, Aleksei Trutnev, Marina Kazyulina, Igor Salnikov, Stanislav Pavlov
- Mathematics
- Readers: Everyone

Aleksei Trutnev

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

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

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

Lightweight and Elegant Data Reduction Strategies for Training Acceleration of Convolutional Neural Networks

DAREL: Data Reduction with Losses for Training Acceleration of Real and Hypercomplex Neural Networks

Lightweight and Elegant Data Reduction Strategies for Training Acceleration of Convolutional Neural Networks

Co-Authors