Ivan Kireev

18 papers A* 3A 3Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models.
WWW
Harry Proshian, Nikita Severin, Sergey I. Nikolenko, Ivan Kireev, Andrey V. Savchenko, Ivan Sergeev, Maria Postnova, Ilya Makarov
2025 J jnl
Automated Evolutionary Optimization for Resource-Efficient Neural Network Training.
CoRR
Ilia Revin, Leon Strelkov, Vadim A. Potemkin, Ivan Kireev, Andrey V. Savchenko
2025 — conf
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients.
EMNLP (Industry Track)
Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov, Dima Korolev, Omar Zoloev, Ivan Kireev, Andrey V. Savchenko, Maksim Makarenko
2025 J jnl
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients.
CoRR
Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov, Dima Korolev, Omar Zoloev, Ivan Kireev, Andrey V. Savchenko, Maksim Makarenko
2025 A conf
LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models.
CIKM
Aleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko
2025 J jnl
LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models.
CoRR
Aleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko
2025 J jnl
Learning transactions representations for information management in banks: Mastering local, global, and external knowledge.
Int. J. Inf. Manag. Data Insights
Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Aleksandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev
2025 A conf
Multimodal Banking Dataset: Understanding Client Needs through Event Sequences.
CIKM
Dzhambulat Mollaev, Ivan Kireev, Mikhail Orlov, Alexander Kostin, Ivan Karpukhin, Maria Postnova, Gleb Gusev, Andrey V. Savchenko
2025 A* conf
PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences.
IJCAI
Artem Sakhno, Ivan Kireev, Dmitrii Babaev, Maxim Savchenko, Gleb Gusev, Andrey V. Savchenko
2024 J jnl
ESQA: Event Sequences Question Answering.
CoRR
Irina Abdullaeva, Andrei Filatov, Mikhail Orlov, Ivan Karpukhin, Viacheslav Vasilev, Denis Dimitrov, Andrey Kuznetsov, Ivan Kireev, Andrey V. Savchenko
2024 J jnl
Multimodal Banking Dataset: Understanding Client Needs through Event Sequences.
CoRR
Dzhambulat Mollaev, Alexander Kostin, Maria Postnova, Ivan Karpukhin, Ivan Kireev, Gleb Gusev, Andrey V. Savchenko
2024 J jnl
Universal representations for financial transactional data: embracing local, global, and external contexts.
CoRR
Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Alexandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev
2023 J jnl
Continuous-time convolutions model of event sequences.
CoRR
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
2023 A conf
Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems.
RecSys
Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov
2022 — conf
CoLES: Contrastive Learning for Event Sequences with Self-Supervision.
SIGMOD Conference
Dmitrii Babaev, Nikita Ovsov, Ivan Kireev, Mariya Ivanova, Gleb Gusev, Ivan Nazarov, Alexander Tuzhilin
2021 A* conf
Adversarial Attacks on Deep Models for Financial Transaction Records.
KDD
Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev
2021 J jnl
Adversarial Attacks on Deep Models for Financial Transaction Records.
CoRR
Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev
2020 J jnl
Event sequence metric learning.
CoRR
Dmitrii Babaev, Ivan Kireev, Nikita Ovsov, Mariya Ivanova, Gleb Gusev, Alexander Tuzhilin