Dmitry Simakov

According to our database, Dmitry Simakov authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data.

Aleksey Lapin, Igor Hromov, Stanislav Chumakov, Mile Mitrovic, Dmitry Simakov, Nikolay O. Nikitin, Andrey V. Savchenko

CoRR, July, 2025

Sparse Autoencoders for Sequential Recommendation Models: Interpretation and Flexible Control.

Anton Klenitskiy, Konstantin Polev, Daria Denisova, Alexey Vasilev, Dmitry Simakov, Gleb Gusev

CoRR, July, 2025

Hallucination Detection in LLMs via Topological Divergence on Attention Graphs.

Alexandra Bazarova, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Andrei V. Sokolov, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev

CoRR, April, 2025

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs.

Julia Belikova, Konstantin Polev, Rauf Parchiev, Dmitry Simakov

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

2024

Towards Foundation Time Series Model: To Synthesize Or Not To Synthesize?

Kseniia Kuvshinova, Olga Tsymboi, Alina Kostromina, Dmitry Simakov, Elizaveta Kovtun

CoRR, 2024

A Large-Scale Empirical Study of Aligned Time Series Forecasting.

Polina Pilyugina, Svetlana Medvedeva, Kirill Mosievich, Ilya Trofimov, Alina Kostromina, Dmitry Simakov, Evgeny Burnaev

IEEE Access, 2024

2021

LightAutoML: AutoML Solution for a Large Financial Services Ecosystem.

Anton Vakhrushev, Alexander Ryzhkov, Maxim Savchenko, Dmitry Simakov, Rinchin Damdinov, Alexander Tuzhilin

CoRR, 2021