Dmitrii Kiselev

11 papers A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering.
ICDM (Workshops)
Nikita Severin, Aleksei Ziablitsev, Yulia Savelyeva, Valeriy Tashchilin, Ivan Bulychev, Mikhail Yushkov, Artem Kushneruk, Amaliya Zaryvnykh, Dmitrii Kiselev, Andrey V. Savchenko, Ilya Makarov
2024 J jnl
LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering.
CoRR
Nikita Severin, Aleksei Ziablitsev, Yulia Savelyeva, Valeriy Tashchilin, Ivan Bulychev, Mikhail Yushkov, Artem Kushneruk, Amaliya Zaryvnykh, Dmitrii Kiselev, Andrey V. Savchenko, Ilya Makarov
2024 — conf
VIA AI: Reliable Deep Reinforcement Learning for Traffic Signal Control.
ICDM (Workshops)
Matvey Gerasyov, Dmitrii Kiselev, Maxim Beketov, Ilya Makarov
2023 J jnl
Predicting Molecule Toxicity via Descriptor-Based Graph Self-Supervised Learning.
IEEE Access
Xinze Li, Ilya Makarov, Dmitrii Kiselev
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 J jnl
Exploration in Sequential Recommender Systems via Graph Representations.
IEEE Access
Dmitrii Kiselev, Ilya Makarov
2022 J jnl
Temporal network embedding framework with causal anonymous walks representations.
PeerJ Comput. Sci.
Ilya Makarov, Andrey V. Savchenko, Arseny Korovko, Leonid Sherstyuk, Nikita Severin, Dmitrii Kiselev, Aleksandr Mikheev, Dmitrii Babaev
2021 J jnl
Fusion of text and graph information for machine learning problems on networks.
PeerJ Comput. Sci.
Ilya Makarov, Mikhail Makarov, Dmitrii Kiselev
2021 J jnl
JONNEE: Joint Network Nodes and Edges Embedding.
IEEE Access
Ilya Makarov, Ksenia Korovina, Dmitrii Kiselev
2021 J jnl
Survey on graph embeddings and their applications to machine learning problems on graphs.
PeerJ Comput. Sci.
Ilya Makarov, Dmitrii Kiselev, Nikita Nikitinsky, Lovro Subelj
2019 — conf
Prediction of New Itinerary Markets for Airlines via Network Embedding.
AIST (Supplement)
Dmitrii Kiselev, Ilya Makarov