Dmitrii Kiselev

According to our database, Dmitrii Kiselev authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Nikita Severin, Aleksei Ziablitsev, Yulia Savelyeva, Valeriy Tashchilin, Ivan Bulychev, Mikhail Yushkov, Artem Kushneruk, Amaliya Zaryvnykh, Dmitrii Kiselev, Andrey V. Savchenko, Ilya Makarov

Proceedings of the IEEE International Conference on Data Mining, 2024

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

Matvey Gerasyov, Dmitrii Kiselev, Maxim Beketov, Ilya Makarov

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

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

Xinze Li, Ilya Makarov, Dmitrii Kiselev

IEEE Access, 2023

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

Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Temporal network embedding framework with causal anonymous walks representations.

Ilya Makarov, Andrey V. Savchenko, Arseny Korovko, Leonid Sherstyuk, Nikita Severin, Dmitrii Kiselev, Aleksandr Mikheev, Dmitrii Babaev

PeerJ Comput. Sci., 2022

Exploration in Sequential Recommender Systems via Graph Representations.

Dmitrii Kiselev, Ilya Makarov

IEEE Access, 2022

2021

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

Ilya Makarov, Mikhail Makarov, Dmitrii Kiselev

PeerJ Comput. Sci., 2021

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

Ilya Makarov, Dmitrii Kiselev, Nikita Nikitinsky, Lovro Subelj

PeerJ Comput. Sci., 2021

JONNEE: Joint Network Nodes and Edges Embedding.

Ilya Makarov, Ksenia Korovina, Dmitrii Kiselev

IEEE Access, 2021

2019

Prediction of New Itinerary Markets for Airlines via Network Embedding.

Dmitrii Kiselev, Ilya Makarov

Proceedings of the Analysis of Images, Social Networks and Texts, 2019