Vladimir Baikalov

According to our database, Vladimir Baikalov authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Mitigating Collaborative Semantic ID Staleness in Generative Retrieval.

Vladimir Baikalov, Iskander Bagautdinov, Sergey Muravyov

CoRR, April, 2026

Scaling Recommender Transformers to One Billion Parameters.

Kirill Khrylchenko, Artem Matveev, Sergei S. Makeev, Vladimir Baikalov

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Blending Sequential Embeddings, Graphs, and Engineered Features: 4th Place Solution in RecSys Challenge 2025.

Sergey S. Makeev, Alexandr Andreev, Vladimir Baikalov, Vladislav Tytskiy, Aleksei Krasilnikov, Kirill Khrylchenko

CoRR, August, 2025

Scaling Recommender Transformers to One Billion Parameters.

Kirill Khrylchenko, Artem Matveev, Sergey S. Makeev, Vladimir Baikalov

CoRR, July, 2025

Correcting the LogQ Correction: Revisiting Sampled Softmax for Large-Scale Retrieval.

Kirill Khrylchenko, Vladimir Baikalov, Sergey S. Makeev, Artem Matveev, Sergei Liamaev

CoRR, July, 2025

Yambda-5B - A Large-Scale Multi-modal Dataset for Ranking And Retrieval.

Alexander Ploshkin, V. Tytskiy, Alexey Pismenny, Vladimir Baikalov, Evgeny Taychinov, Artem Permiakov, Daniil Burlakov, Eugene Krofto, N. Savushkin

CoRR, May, 2025

Yambda-5B - A Large-Scale Multi-Modal Dataset for Ranking and Retrieval.

Alexander Ploshkin, Vladislav Tytskiy, Alexey Pismenny, Vladimir Baikalov, Evgeny Taychinov, Artem Permiakov, Daniil Burlakov, Eugene Krofto

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

Correcting the LogQ Correction: Revisiting Sampled Softmax for Large-Scale Retrieval.

Kirill Khrylchenko, Vladimir Baikalov, Sergei S. Makeev, Artem Matveev, Sergei Liamaev

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

2024

End-to-End Graph-Sequential Representation Learning for Accurate Recommendations.

Vladimir Baikalov, Evgeny Frolov

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024