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Evgeny Frolov

Tensor methods and recommender systems
2017 · Evgeny Frolov, Ivan Oseledets · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 122
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Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders
2025 · Danil Gusak, Anna Volodkevich, et al. · ACM Conference on Recommender Systems (RecSys) · 27
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Fifty Shades of Ratings
2016 · Evgeny Frolov, Ivan Oseledets · ACM Conference on Recommender Systems (RecSys) · 22
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Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs
2024 · Gleb Mezentsev, Danil Gusak, et al. · ACM Conference on Recommender Systems (RecSys) · 21
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RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders
2024 · Danil Gusak, Gleb Mezentsev, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 11
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MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering
2022 · Viktoriia Chekalina, Anton Razzhigaev, et al. · Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL SRW) · 9
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SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits
2026 · Anna Volodkevich, Dmitry Anikin, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 7
Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization
2024 · Abdulaziz Samra, Evgeny Frolov, et al. · ACM Conference on Recommender Systems (RecSys) · 7
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Dynamic Modeling of User Preferences for Stable Recommendations
2021 · Oluwafemi Olaleke, Ivan Oseledets, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 7
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Codebook-Based Semantic IDs in Generative Recommendation: Enabling Interface, Emerging Bottleneck
2026 · Danil Gusak, Evgeny Frolov · ACM Conference on Recommender Systems (RecSys) · 6
Recommendation Is a Dish Better Served Warm
2025 · Danil Gusak, Nikita Sukhorukov, et al. · ACM Conference on Recommender Systems (RecSys) · 6
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Self-Attentive Sequential Recommendations with Hyperbolic Representations
2024 · Evgeny Frolov, Tatyana Matveeva, et al. · ACM Conference on Recommender Systems (RecSys) · 5
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End-to-End Graph-Sequential Representation Learning for Accurate Recommendations
2024 · Vladimir Baikalov, Evgeny Frolov · International World Wide Web Conference (WWW) · 5
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Tensor-Based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations
2023 · Evgeny Frolov, Ivan Oseledets · IEEE Access · 5
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Your 5-Core Train Split May Not Be 5-Core: Core Filtering and Temporal Splitting Do Not Commute
2026 · Danil Gusak, Evgeny Frolov · ACM Conference on Recommender Systems (RecSys) · 4
Federated privacy-preserving collaborative filtering for on-device next app prediction
2024 · Albert Saiapin, Gleb Balitskiy, et al. · User Modeling and User-Adapted Interaction · 4
CoSID: Concept-Conditioned Semantic-ID Decoding for Efficient Generative Recommendation
2026 · Danil Gusak, Anna Volodkevich, et al. · ACM Conference on Recommender Systems (RecSys) · 3
Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks
2016 · Frolov, Evgeny, Oseledets, Ivan · arXiv (Cornell University) · 3
Preference-Aligned Semantic IDs for Generative Recommendation
2026 · Valentin Tsaruk, Danil Gusak, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2
Group-Relative RL Post-Training for Sequential Recommendation
2026 · Danil Gusak, Evgeny Frolov · ACM International Conference on Information and Knowledge Management (CIKM) · 2
More Test Users, More Overconfidence: Seed Variance in Sequential Recommender Tests
2026 · Danil Gusak, Anna Volodkevich, et al. · ACM Conference on Recommender Systems (RecSys) · 2
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks
2022 · Nikitin, Artyom, Chertkov, Andrei, et al. · arXiv (Cornell University) · 2
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O ff T rail : A Benchmark for Natural-Language Context in Recommendation beyond Interaction Histories
2026 · Nikita Sukhorukov, Danil Gusak, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 1
SplitLight: An Exploratory Toolkit for Recommender Systems Datasets and Splits
2026 · Volodkevich, Anna, Anikin, Dmitry, et al. · arXiv (Cornell University) · 1
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Benefiting from Negative yet Informative Feedback by Contrasting Opposing Sequential Patterns
2025 · Veronika Ivanova, Evgeny Frolov, et al. · ACM Conference on Recommender Systems (RecSys) · 1
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Works count: 58
Citation count: 287
H-index: 7
I10-index: 5
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