Ilya Tyagin

According to our database, Ilya Tyagin authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

AI-based mining of biomedical literature: Applications for drug repurposing for the treatment of dementia.

Aliaksandra Sikirzhytskaya, Ilya Tyagin, S. Scott Sutton, Michael D. Wyatt, Ilya Safro, Michael Shtutman

Artif. Intell. Medicine, 2025

QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits.

Ilya Tyagin, Marwa H. Farag, Kyle Sherbert, Karunya Shirali, Yuri Alexeev, Ilya Safro

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Biomedical Hypothesis Explainability with Graph-Based Context Retrieval.

Ilya Tyagin, Saeideh Valipour, Aliaksandra Sikirzhytskaya, Michael Shtutman, Ilya Safro

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2024

Dyport: dynamic importance-based biomedical hypothesis generation benchmarking technique.

Ilya Tyagin, Ilya Safro

BMC Bioinform., December, 2024

2023

Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique.

Ilya Tyagin, Ilya Safro

CoRR, 2023

Literature-based Discovery for Landscape Planning.

David Marasco, Ilya Tyagin, Justin Sybrandt, James H. Spencer, Ilya Safro

CoRR, 2023

2022

Towards Practical Explainability with Cluster Descriptors.

Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning.

Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach.

Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020