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2020 – today
- 2025
[j1]Anna Volodkevich
, Danil Gusak, Anton Klenitskiy, Anton Pembek, Alexey Vasilev:
Autoregressive generation strategies for Top-K sequential recommendations. User Model. User Adapt. Interact. 35(3): 13 (2025)- [c14]Anna Volodkevich, Veronika Ivanova, Alexey Vasilev, Dmitry Bugaychenko, Maxim Savchenko:
Sim4Rec: Flexible and Extensible Simulator for Recommender Systems for Large-Scale Data. ECIR (4) 2025: 425-430 - [c13]Anton Pembek, Artem Fatkulin, Anton Klenitskiy, Alexey Vasilev:
Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization. RecSys 2025: 626-631 - [c12]Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov:
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders. RecSys 2025: 874-883 - [c11]Veronika Ivanova, Evgeny Frolov, Alexey Vasilev:
Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns. RecSys 2025: 1142-1147 - [i16]Anton Klenitskiy, Konstantin Polev, Daria Denisova, Alexey Vasilev, Dmitry Simakov, Gleb Gusev:
Sparse Autoencoders for Sequential Recommendation Models: Interpretation and Flexible Control. CoRR abs/2507.12202 (2025) - [i15]Danil Gusak, Anna Volodkevich, Anton Klenitskiy, Alexey Vasilev, Evgeny Frolov:
Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders. CoRR abs/2507.16289 (2025) - [i14]Anton Pembek, Artem Fatkulin, Anton Klenitskiy, Alexey Vasilev:
Let It Go? Not Quite: Addressing Item Cold Start in Sequential Recommendations with Content-Based Initialization. CoRR abs/2507.19473 (2025) - [i13]Anton Klenitskiy, Artem Fatkulin, Daria Denisova, Anton Pembek, Alexey Vasilev:
Encode Me If You Can: Learning Universal User Representations via Event Sequence Autoencoding. CoRR abs/2508.07748 (2025) - [i12]Veronika Ivanova, Evgeny Frolov, Alexey Vasilev:
Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns. CoRR abs/2508.14786 (2025) - [i11]Maxim Zhelnin, Dmitry Redko, Volkov Daniil, Anna Volodkevich, Petr Sokerin, Valeriy Shevchenko, Egor Shvetsov, Alexey Vasilev, Darya Denisova, Ruslan Izmailov, Alexey Zaytsev:
Faster and Memory-Efficient Training of Sequential Recommendation Models for Large Catalogs. CoRR abs/2509.09682 (2025) - 2024
- [c10]Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev:
From Variability to Stability: Advancing RecSys Benchmarking Practices. KDD 2024: 5701-5712 - [c9]Aleksei Artemiev, Daniil Parinov, Alexey Grishanov, Ivan Borisov, Alexey Vasilev, Daniil Muravetskii, Aleksey Rezvykh, Aleksei Goncharov, Andrey V. Savchenko:
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation. NAACL-HLT (Findings) 2024: 4697-4704 - [c8]Abdulaziz Samra, Evgeny Frolov, Alexey Vasilev, Alexander Grigorevskiy, Anton Vakhrushev:
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization. RecSys 2024: 309-317 - [c7]Anton Klenitskiy, Anna Volodkevich, Anton Pembek, Alexey Vasilev:
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations. RecSys 2024: 1067-1072 - [c6]Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy:
Stalactite: toolbox for fast prototyping of vertical federated learning systems. RecSys 2024: 1187-1190 - [c5]Alexey Vasilev, Anna Volodkevich, Denis Kulandin, Tatiana Bysheva, Anton Klenitskiy:
RePlay: a Recommendation Framework for Experimentation and Production Use. RecSys 2024: 1191-1194 - [c4]Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko:
Neural Click Models for Recommender Systems. SIGIR 2024: 2553-2558 - [c3]Konstantin Bauman, Alexey Vasilev, Alexander Tuzhilin:
Does the Long Tail of Context Exist and Matter? The Case of Dialogue-based Recommender Systems. UMAP 2024: 273-278 - [i10]Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev:
From Variability to Stability: Advancing RecSys Benchmarking Practices. CoRR abs/2402.09766 (2024) - [i9]Anton Klenitskiy, Anna Volodkevich, Anton Pembek, Alexey Vasilev:
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations. CoRR abs/2408.12008 (2024) - [i8]Alexey Vasilev, Anna Volodkevich, Denis Kulandin, Tatiana Bysheva, Anton Klenitskiy:
RePlay: a Recommendation Framework for Experimentation and Production Use. CoRR abs/2409.07272 (2024) - [i7]Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy:
Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems. CoRR abs/2409.15558 (2024) - [i6]Abdulaziz Samra, Evgeny Frolov, Alexey Vasilev, Alexander Grigorievskiy, Anton Vakhrushev:
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization. CoRR abs/2409.15568 (2024) - [i5]Anna Volodkevich, Danil Gusak, Anton Klenitskiy, Alexey Vasilev:
Autoregressive Generation Strategies for Top-K Sequential Recommendations. CoRR abs/2409.17730 (2024) - [i4]Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko:
Neural Click Models for Recommender Systems. CoRR abs/2409.20055 (2024) - 2023
- [c2]Anton Klenitskiy, Alexey Vasilev:
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec? RecSys 2023: 1120-1125 - [i3]Anton Klenitskiy, Alexey Vasilev:
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec? CoRR abs/2309.07602 (2023) - 2022
- [i2]Yan-Martin Tamm, Rinchin Damdinov, Alexey Vasilev:
Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently? CoRR abs/2206.12858 (2022) - [i1]Konstantin Bauman, Alexey Vasilev, Alexander Tuzhilin:
The Long Tail of Context: Does it Exist and Matter? CoRR abs/2210.01023 (2022) - 2021
- [c1]Yan-Martin Tamm, Rinchin Damdinov, Alexey Vasilev:
Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently? RecSys 2021: 708-713
Coauthor Index
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