E.T.-RNN: Applying Deep Learning to Credit Loan Applications. - Dmitrii Babaev; Maxim Savchenko; Alexander Tuzhilin; Dmitrii Umerenkov (KDD, 2019)

LightAutoML: AutoML Solution for a Large Financial Services Ecosystem. - Anton Vakhrushev; Alexander Ryzhkov; Maxim Savchenko; Dmitry Simakov; Rinchin Damdinov; Alexander Tuzhilin (CoRR, 2021)

Stalactite: toolbox for fast prototyping of vertical federated learning systems. - Anastasiia Zakharova; Dmitriy Alexandrov; Maria Khodorchenko; Nikolay Butakov; Alexey Vasilev; Maxim Savchenko; Alexander Grigorievskiy (RecSys, 2024)

Sim4Rec: Flexible and Extensible Simulator for Recommender Systems for Large-Scale Data. - Anna Volodkevich; Veronika Ivanova; Alexey Vasilev; Dmitry Bugaychenko; Maxim Savchenko (ECIR (4), 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; et al. (CoRR, 2025)