Egor Shvetsov

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
EBES: Easy Benchmarking for Event Sequences.
KDD (2)
Dmitry Osin, Igor Udovichenko, Egor Shvetsov, Viktor Moskvoretskii, Evgeny Burnaev
2025 J jnl
Faster and Memory-Efficient Training of Sequential Recommendation Models for Large Catalogs.
CoRR
Maxim Zhelnin, Dmitry Redko, Volkov Daniil, Anna Volodkevich, Petr Sokerin, Valeriy Shevchenko, Egor Shvetsov, Alexey Vasilev, Darya Denisova, Ruslan Izmailov, Alexey Zaytsev
2025 J jnl
From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction.
CoRR
Egor Maximov, Yulia Kuzkina, Azamat Kanametov, Alexander Prutko, Aleksei Goncharov, Maxim Zhelnin, Egor Shvetsov
2025 J jnl
From Internal Representations to Text Quality: A Geometric Approach to LLM Evaluation.
CoRR
Viacheslav Yusupov, Danil Maksimov, Ameliia Alaeva, Anna Vasileva, Antipina Anna, Tatyana Zaitseva, Alina Ermilova, Evgeny Burnaev, Egor Shvetsov
2025 — conf
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs.
ACL (1)
Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov, Mariya Krylova, Egor Venediktov, Aleksandr Zuev, Evgeny Burnaev
2025 J jnl
How to model Human Actions distribution with Event Sequence Data.
CoRR
Egor Surkov, Dmitry Osin, Evgeny Burnaev, Egor Shvetsov
2025 J jnl
Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models.
CoRR
Artyom Kharinaev, Viktor Moskvoretskii, Egor Shvetsov, Kseniia Studenikina, Bykov Mikhail, Evgeny Burnaev
2025 J jnl
Lightweight error mitigation strategies for post-training N:M activation sparsity in LLMs.
CoRR
Shirin Alanova, Kristina Kazistova, Ekaterina Galaeva, Alina Kostromina, Vladimir Smirnov, Dmitry Redko, Alexey Dontsov, Maxim Zhelnin, Evgeny Burnaev, Egor Shvetsov
2025 J jnl
Position of Uncertainty: A Cross-Linguistic Study of Positional Bias in Large Language Models.
CoRR
Menschikov Mikhail, Alexander Kharitonov, Maiia Kotyga, Vadim Porvatov, Anna Zhukovskaya, David Kagramanyan, Egor Shvetsov, Evgeny Burnaev
2025 J jnl
Token Homogenization under Positional Bias.
CoRR
Viacheslav Yusupov, Danil Maksimov, Ameliia Alaeva, Tatiana Zaitceva, Antipina Anna, Anna Vasileva, Chenlin Liu, Rayuth Chheng, Danil Sazanakov, Andrey Chetvergov, Alina Ermilova, Egor Shvetsov
2024 J jnl
EBES: Easy Benchmarking for Event Sequences.
CoRR
Dmitry Osin, Igor Udovichenko, Viktor Moskvoretskii, Egor Shvetsov, Evgeny Burnaev
2024 J jnl
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs.
CoRR
Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov, Egor Venediktov, Mariya Krylova, Aleksandr Zuev, Evgeny Burnaev
2024 J jnl
QuantNAS for Super Resolution: Searching for Efficient Quantization-Friendly Architectures Against Quantization Noise.
IEEE Access
Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev
2024 J jnl
Self-Supervised Learning in Event Sequences: A Comparative Study and Hybrid Approach of Generative Modeling and Contrastive Learning.
CoRR
Viktor Moskvoretskii, Dmitry Osin, Egor Shvetsov, Igor Udovichenko, Maxim Zhelnin, Andrey Dukhovny, Anna Zhimerikina, Albert Efimov, Evgeny Burnaev
2024 J jnl
SeqNAS: Neural Architecture Search for Event Sequence Classification.
IEEE Access
Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev
2024 J jnl
SeqNAS: Neural Architecture Search for Event Sequence Classification.
CoRR
Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoliy Glushenko, Ivan Sukharev, Dmitry Berestnev, Evgeny Burnaev
2022 J jnl
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise.
CoRR
Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev