Dmitrii Kiselev

Most-cited papers

1. Survey on graph embeddings and their applications to machine learning problems on graphs

   I. Makarov, Dmitrii Kiselev, N. Nikitinsky, Lovro Šubelj

   2021PeerJ Computer Science107 citations Open access

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2. Temporal network embedding framework with causal anonymous walks representations

   I. Makarov, A. Savchenko, Arseny Korovko, Leonid Sherstyuk +4 more

   2022PeerJ Computer Science23 citations Open access

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3. JONNEE: Joint Network Nodes and Edges Embedding

   I. Makarov, Ksenia Korovina, Dmitrii Kiselev

   2021IEEE Access22 citations Open access

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4. Fusion of text and graph information for machine learning problems on networks

   I. Makarov, Mikhail Makarov, Dmitrii Kiselev

   2021PeerJ Computer Science21 citations Open access

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5. Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems

   N. Severin, A. Savchenko, Dmitrii Kiselev, Maria Ivanova +2 more

   2023ACM Conference on Recommender Systems8 citations Open access

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6. Predicting Molecule Toxicity via Descriptor-Based Graph Self-Supervised Learning

   Xinze Li, Ilya Makarov, Dmitrii Kiselev

   2023IEEE Access5 citations Open access

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7. Exploration in Sequential Recommender Systems via Graph Representations

   Dmitrii Kiselev, Ilya Makarov

   2022IEEE Access5 citations Open access

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8. LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering

   N. Severin, Aleksei Ziablitsev, Yulia Savelyeva, V. Tashchilin +7 more

   20242024 IEEE International Conference on Data Mining Workshops (ICDMW)2 citations Open access

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9. VIA AI: Reliable Deep Reinforcement Learning for Traffic Signal Control

   Matvey Gerasyov, Dmitrii Kiselev, M. Beketov, Ilya Makarov

   20242024 IEEE International Conference on Data Mining Workshops (ICDMW)1 citations

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10. Prediction of New Itinerary Markets for Airlines via Network Embedding

    Dmitrii Kiselev, I. Makarov

    2019International Joint Conference on the Analysis of Images, Social Networks and Texts1 citations

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11. Multi-Armed Bandits Convergence Acceleration Using Cluster Normalizations

    Victoria Strenadko, Dmitrii Kiselev, Ilya Makarov

    2026IEEE Access0 citations Open access

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