Alexey Vasilev

33 papers A* 2A 10Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation.
ECIR (2)
Nikita Severin, Danil Kartushov, Vladislav Urzhumov, Vladislav Kulikov, Oksana Konovalova, Alexey Grishanov, Anton Klenitskiy, Artem Fatkulin, Alexey Vasilev, Andrey V. Savchenko, Ilya Makarov
2026 J jnl
SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits.
CoRR
Anna Volodkevich, Dmitry Anikin, Danil Gusak, Anton Klenitskiy, Evgeny Frolov, Alexey Vasilev
2025 J jnl
Autoregressive generation strategies for Top-K sequential recommendations.
User Model. User Adapt. Interact.
Anna Volodkevich, Danil Gusak, Anton Klenitskiy, Anton Pembek, Alexey Vasilev
2025 A conf
Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns.
RecSys
Veronika Ivanova, Evgeny Frolov, Alexey Vasilev
2025 J jnl
Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns.
CoRR
Veronika Ivanova, Evgeny Frolov, Alexey Vasilev
2025 J jnl
Encode Me If You Can: Learning Universal User Representations via Event Sequence Autoencoding.
CoRR
Anton Klenitskiy, Artem Fatkulin, Daria Denisova, Anton Pembek, Alexey Vasilev
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 A conf
Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization.
RecSys
Anton Pembek, Artem Fatkulin, Anton Klenitskiy, Alexey Vasilev
2025 J jnl
Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization.
CoRR
Anton Pembek, Artem Fatkulin, Anton Klenitskiy, Alexey Vasilev
2025 — conf
Sim4Rec: Flexible and Extensible Simulator for Recommender Systems for Large-Scale Data.
ECIR (4)
Anna Volodkevich, Veronika Ivanova, Alexey Vasilev, Dmitry Bugaychenko, Maxim Savchenko
2025 J jnl
Sparse Autoencoders for Sequential Recommendation Models: Interpretation and Flexible Control.
CoRR
Anton Klenitskiy, Konstantin Polev, Daria Denisova, Alexey Vasilev, Dmitry Simakov, Gleb Gusev
2025 A conf
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders.
RecSys
Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov
2025 J jnl
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders.
CoRR
Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov
2024 J jnl
Autoregressive Generation Strategies for Top-K Sequential Recommendations.
CoRR
Anna Volodkevich, Danil Gusak, Anton Klenitskiy, Alexey Vasilev
2024 A conf
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization.
RecSys
Abdulaziz Samra, Evgeny Frolov, Alexey Vasilev, Alexander Grigorevskiy, Anton Vakhrushev
2024 J jnl
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization.
CoRR
Abdulaziz Samra, Evgeny Frolov, Alexey Vasilev, Alexander Grigorievskiy, Anton Vakhrushev
2024 A conf
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations.
RecSys
Anton Klenitskiy, Anna Volodkevich, Anton Pembek, Alexey Vasilev
2024 J jnl
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations.
CoRR
Anton Klenitskiy, Anna Volodkevich, Anton Pembek, Alexey Vasilev
2024 A conf
Does the Long Tail of Context Exist and Matter? The Case of Dialogue-based Recommender Systems.
UMAP
Konstantin Bauman, Alexey Vasilev, Alexander Tuzhilin
2024 A* conf
From Variability to Stability: Advancing RecSys Benchmarking Practices.
KDD
Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev
2024 J jnl
From Variability to Stability: Advancing RecSys Benchmarking Practices.
CoRR
Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev
2024 — conf
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation.
NAACL-HLT (Findings)
Aleksei Artemiev, Daniil Parinov, Alexey Grishanov, Ivan Borisov, Alexey Vasilev, Daniil Muravetskii, Aleksey Rezvykh, Aleksei Goncharov, Andrey V. Savchenko
2024 A* conf
Neural Click Models for Recommender Systems.
SIGIR
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
2024 J jnl
Neural Click Models for Recommender Systems.
CoRR
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
2024 A conf
RePlay: a Recommendation Framework for Experimentation and Production Use.
RecSys
Alexey Vasilev, Anna Volodkevich, Denis Kulandin, Tatiana Bysheva, Anton Klenitskiy
2024 J jnl
RePlay: a Recommendation Framework for Experimentation and Production Use.
CoRR
Alexey Vasilev, Anna Volodkevich, Denis Kulandin, Tatiana Bysheva, Anton Klenitskiy
2024 J jnl
Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems.
CoRR
Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy
2024 A conf
Stalactite: toolbox for fast prototyping of vertical federated learning systems.
RecSys
Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy
2023 A conf
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec?
RecSys
Anton Klenitskiy, Alexey Vasilev
2023 J jnl
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec?
CoRR
Anton Klenitskiy, Alexey Vasilev
2022 J jnl
Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently?
CoRR
Yan-Martin Tamm, Rinchin Damdinov, Alexey Vasilev
2022 J jnl
The Long Tail of Context: Does it Exist and Matter?
CoRR
Konstantin Bauman, Alexey Vasilev, Alexander Tuzhilin
2021 A conf
Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently?
RecSys
Yan-Martin Tamm, Rinchin Damdinov, Alexey Vasilev