Ilya Tyagin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Practical Application

Frequent Subgraph Mining

Substructure Discovery

Top Venues

ICDM (Workshops)

Publications

Ilya Tyagin, Ilya Safro
Dyport: dynamic importance-based biomedical hypothesis generation benchmarking technique. BMC Bioinform. 25 (1) (2024)
David Marasco, Ilya Tyagin, Justin Sybrandt, James H. Spencer, Ilya Safro
Literature-based Discovery for Landscape Planning. CoRR (2023)
Ilya Tyagin, Ilya Safro
Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique. CoRR (2023)
Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
Towards Practical Explainability with Cluster Descriptors. ICDM (Workshops) (2022)
Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
Towards Practical Explainability with Cluster Descriptors. CoRR (2022)
Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning. AAAI (2022)
Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
Accelerating COVID-19 research with graph mining and transformer-based learning. CoRR (2021)
Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro
AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach. CIKM (2020)
Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach. CoRR (2020)