Ilya Tyagin

13 papers A* 1A 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-based mining of biomedical literature: Applications for drug repurposing for the treatment of dementia.
Artif. Intell. Medicine
Aliaksandra Sikirzhytskaya, Ilya Tyagin, S. Scott Sutton, Michael D. Wyatt, Ilya Safro, Michael Shtutman
2025 — conf
Biomedical Hypothesis Explainability with Graph-Based Context Retrieval.
MLHC
Ilya Tyagin, Saeideh Valipour, Aliaksandra Sikirzhytskaya, Michael Shtutman, Ilya Safro
2025 J jnl
Biomedical Hypothesis Explainability with Graph-Based Context Retrieval.
CoRR
Ilya Tyagin, Saeideh Valipour, Aliaksandra Sikirzhytskaya, Michael Shtutman, Ilya Safro
2025 J jnl
QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits.
CoRR
Ilya Tyagin, Marwa H. Farag, Kyle Sherbert, Karunya Shirali, Yuri Alexeev, Ilya Safro
2024 J jnl
Dyport: dynamic importance-based biomedical hypothesis generation benchmarking technique.
BMC Bioinform.
Ilya Tyagin, Ilya Safro
2023 J jnl
Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique.
CoRR
Ilya Tyagin, Ilya Safro
2023 J jnl
Literature-based Discovery for Landscape Planning.
CoRR
David Marasco, Ilya Tyagin, Justin Sybrandt, James H. Spencer, Ilya Safro
2022 A* conf
Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning.
AAAI
Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
2022 — conf
Towards Practical Explainability with Cluster Descriptors.
ICDM (Workshops)
Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2022 J jnl
Towards Practical Explainability with Cluster Descriptors.
CoRR
Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2021 J jnl
Accelerating COVID-19 research with graph mining and transformer-based learning.
CoRR
Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
2020 A conf
AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach.
CIKM
Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro
2020 J jnl
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach.
CoRR
Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro