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Alexey Zaytsev

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

24

Venues

13

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

24 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLHallucination Detection in LLMs with Topological Divergence on Attention Graphs.Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev
2026EACLComplexity-aware fine-tuning.Andrey Goncharov, Daniil Vyazhev, Petr Sychev, Edvard A. Khalafyan, Alexey Zaytsev
2025ICDMA Theoretical Framework for Self-Supervised Contrastive Learning for Continuous Dependent Data.Alexander Marusov, Aleksandr Yugay, Alexey Zaytsev
2025ICDMWWAggr: A Window Wasserstein-Based Aggregation for Ensemble Change Point Detection.Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
2025WACVImproving Uncertainty Estimation with Confidence-Aware Training Data.Sergey Korchagin, Ekaterina Zaychenkova, Aleksei Khalin, Aleksandr Yugay, Alexey Zaytsev, Egor I. Ershov
2024AISTUniting Contrastive and Generative Learning for Event Sequences Models.Aleksandr Yugay, Alexey Zaytsev
2024DSAABeyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting.Polina Proskura, Alexey Zaytsev
2024ECAILabel Attention Network for Temporal Sets Prediction: You Were Looking at a Wrong Self-Attention.Elizaveta Kovtun, Galina Boeva, Andrey Shulga, Alexey Zaytsev
2024ICDMDesigning an Attack-Defense Game: How to Increase the Robustness of Financial Transaction Models Via a Competition.Alexey Zaytsev, Maria Kovaleva, Alex Natekin, Evgeni Vorsin, Valerii Smirnov, Georgii Smirnov, Oleg Sidorshin, Alexander Senin, Alexander Dudin, Dmitry Berestnev
2024ICDMNormalizing Self-Supervised Learning for Provably Reliable Change Point Detection.Alexandra Bazarova, Evgenia Romanenkova, Alexey Zaytsev
2024KDDFrom Variability to Stability: Advancing RecSys Benchmarking Practices.Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev
2023AISTMachine Translation Models Stand Strong in the Face of Adversarial Attacks.Pavel Burnyshev, Elizaveta Kostenok, Alexey Zaytsev
2023BMVCRepQ: Generalizing Quantization-Aware Training for Re-Parametrized Architectures.Anastasiia Prutianova, Alexey Zaytsev, Chung-Kuei Lee, Fengyu Sun, Ivan Koryakovskiy
2023DSAAScaleFace: Uncertainty-aware Deep Metric Learning.Roman Kail, Kirill Fedyanin, Nikita Muravev, Alexey Zaytsev, Maxim Panov
2023ICDMSurrogate uncertainty estimation for your time series forecasting black-box: learn when to trust.Leonid Erlygin, Vladimir Zholobov, Valeriia Baklanova, Evgeny Sokolovskiy, Alexey Zaytsev
2023ICMVPortfolio selection via topological data analysis.Petr Sokerin, Kristian Kuznetsov, Elizaveta Makhneva, Alexey Zaytsev
2022AISTATSEmbedded Ensembles: infinite width limit and operating regimes.Maksim Velikanov, Roman V. Kail, Ivan Anokhin, Roman Vashurin, Maxim Panov, Alexey Zaytsev, Dmitry Yarotsky
2021ICMLABank transactions embeddings help to uncover current macroeconomics.Maria Begicheva, Alexey Zaytsev
2021KDDAdversarial Attacks on Deep Models for Financial Transaction Records.Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev
2020AISTGradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World.Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev
2020AISTUnsupervised Anomaly Detection for Discrete Sequence Healthcare Data.Victoria Snorovikhina, Alexey Zaytsev
2019ICCSAUsage of Multiple RTL Features for Earthquakes Prediction.Polina Proskura, Alexey Zaytsev, I. Braslavsky, Evgenii Egorov, Evgeny Burnaev
2017AISTATSMinimax Approach to Variable Fidelity Data Interpolation.Alexey Zaytsev, Evgeny Burnaev
2017ICMLADeep Ensembles for Imbalanced Classification.Nataliia Kozlovskaia, Alexey Zaytsev