Event sequence metric learning. - Dmitrii Babaev; Ivan Kireev; Nikita Ovsov; Mariya Ivanova; Gleb Gusev; Alexander Tuzhilin (CoRR, 2020)

Adversarial 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 002; Evgeny Burnaev (KDD, 2021)

CoLES: Contrastive Learning for Event Sequences with Self-Supervision. - Dmitrii Babaev; Nikita Ovsov; Ivan Kireev; Mariya Ivanova; Gleb Gusev; Ivan Nazarov; Alexander Tuzhilin (SIGMOD Conference, 2022)

Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems. - Nikita Severin; Andrey V. Savchenko; Dmitrii Kiselev; Maria Ivanova; Ivan Kireev; Ilya Makarov (RecSys, 2023)

Continuous-time convolutions model of event sequences. - Vladislav Zhuzhel; Vsevolod Grabar; Galina Boeva; Artem Zabolotnyi; Alexander Stepikin; Vladimir Zholobov; Maria Ivanova; Mikhail Orlov; Ivan Kireev; Evgeny Burnaev; Rodrigo Rivera-Castro; Alexey Zaytsev 002 (CoRR, 2023)

Universal representations for financial transactional data: embracing local, global, and external contexts. - Alexandra Bazarova; Maria Kovaleva; Ilya Kuleshov; Evgenia Romanenkova; Alexander Stepikin; Alexandr Yugay; Dzhambulat Mollaev; Ivan Kireev; Andrey V. Savchenko; Alexey Zaytsev 002 (CoRR, 2024)

ESQA: Event Sequences Question Answering. - Irina Abdullaeva; Andrei Filatov; Mikhail Orlov; Ivan Karpukhin; Viacheslav Vasilev; Denis Dimitrov; Andrey Kuznetsov; Ivan Kireev; Andrey V. Savchenko (CoRR, 2024)

Multimodal Banking Dataset: Understanding Client Needs through Event Sequences. - Dzhambulat Mollaev; Alexander Kostin; Postnova Maria; Ivan Karpukhin; Ivan Kireev; Gleb Gusev; Andrey V. Savchenko (CoRR, 2024)

Learning transactions representations for information management in banks: Mastering local, global, and external knowledge. - Alexandra Bazarova; Maria Kovaleva; Ilya Kuleshov; Evgenia Romanenkova; Alexander Stepikin; Aleksandr Yugay; Dzhambulat Mollaev; Ivan Kireev; Andrey V. Savchenko; Alexey Zaytsev 002 (Int. J. Inf. Manag. Data Insights, 2025)