Aleksei Shestov

According to our database, Aleksei Shestov authored at least 9 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Embedding-Aware Feature Discovery: Bridging Latent Representations and Interpretable Features in Event Sequences.

Artem Sakhno, Ivan Sergeev, Alexey Shestov, Omar Zoloev, Elizaveta Kovtun, Gleb Gusev, Andrey V. Savchenko, Maksim Makarenko

CoRR, March, 2026

Topological Metric for Unsupervised Embedding Quality Evaluation.

Aleksei Shestov, Anton Klenitskiy, Daria Denisova, Amurkhan Dzagkoev, Daniil Petrovich, Andrey V. Savchenko, Maksim Makarenko

Proceedings of the Advances in Information Retrieval, 2026

2025

Finetuning Large Language Models for Vulnerability Detection.

Aleksei Shestov, Rodion Levichev, Ravil Mussabayev, Evgeny Maslov, Pavel Zadorozhny, Anton Cheshkov, Rustam Mussabayev, Alymzhan Toleu, Gulmira Tolegen, Alexander Krassovitskiy

IEEE Access, 2025

LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients.

Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov, Dima Korolev, Omar Zoloev, Ivan Kireev, Andrey V. Savchenko, Maksim Makarenko

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models.

Aleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Finetuning Large Language Models for Vulnerability Detection.

Alexey Shestov, Anton Cheshkov, Rodion Levichev, Ravil Mussabayev, Pavel Zadorozhny, Evgeny Maslov, Chibirev Vadim, Egor Bulychev

CoRR, 2024

2020

Corner Detection in Manifold-valued Images and in Vector Fields.

Aleksei Shestov, Mikhail Kumskov

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2017

A Riemanian Approach to Blob Detection in Manifold-Valued Images.

Aleksei Shestov, Mikhail Kumskov

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2011

Solving the Structure-Property Problem Using k-NN Classification.

Aleksandr Perevoznikov, Alexey Shestov, Evgenii Permiakov, Mikhail Kumskov

Proceedings of the Pattern Recognition and Machine Intelligence, 2011