Mykhaylo Zayats

Researcher, Research, International Business Machines

Joined

June 2023

Names

Mykhaylo Zayats (Preferred)

Emails

****@ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, International Business Machines (ibm.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks
Jana Vatter, Mykhaylo Zayats, Marcos Martínez Galindo, Vanessa López, Ruben Mayer, Hans-Arno Jacobsen, Hoang Thanh Lam
- CoRR 2025
- Readers: Everyone
Enhancing foundation models for scientific discovery via multimodal knowledge graph representations
Vanessa López, Thanh Lam Hoang, Marcos Martínez Galindo, Raúl Fernández-Díaz, Marco Luca Sbodio, Rodrigo Ordonez-Hurtado, Mykhaylo Zayats, Natasha Mulligan, Joao H. Bettencourt-Silva
- J. Web Semant. 2025
- Readers: Everyone
Leveraging Contrast Agent Kinetics for Robust Reflectance Mode Fluorescence Tomography
Mariella Kast, Mykhaylo Zayats, Shayan Shafiee, Sergiy Zhuk, Jan S. Hesthaven, Amit Joshi
- ISBI 2025
- Readers: Everyone
Knowledge Enhanced Representation Learning for Drug Discovery
Hoang Thanh Lam, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raul Fernandez-Diaz, Victor Valls, Gabriele Picco, Cesar Berrospi Ramis, Vanessa López
- Proceedings of the AAAI Conference on Artificial Intelligence
- Readers: Everyone
Knowledge Enhanced Representation Learning for Drug Discovery
Thanh Lam Hoang, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Victor Valls, Gabriele Picco, Cesar Berrospi, Vanessa López
- AAAI 2024
- Readers: Everyone
Information Flow in Graph Neural Networks: A Clinical Triage Use Case
Víctor Valls, Mykhaylo Zayats, Alessandra Pascale
- CoRR 2023
- Readers: Everyone
A Recommender for the Management of Chronic Pain in Patients Undergoing Spinal Cord Stimulation
Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers
- ICDH 2023
- Readers: Everyone
Detectability and global observer design for 2D Navier-Stokes equations with uncertain inputs
Sergiy Zhuk, Mykhaylo Zayats, Emilia Fridman
- Autom. 2023
- Readers: Everyone
A recommender for the management of chronic pain in patients undergoing spinal cord stimulation
Tigran T. Tchrakian, Mykhaylo Zayats, Alessandra Pascale, Dat Huynh, Pritish Parida, Carla Agurto Rios, Sergiy Zhuk, Jeffrey L. Rogers, NAVITAS / ENVISION Studies Physician Author Group, Boston Scientific Research Scientists Consortium
- CoRR 2023
- Readers: Everyone
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras
Mykhaylo Zayats, Christopher Hansen, Ronan A. Cahill, Gareth Gallagher, Ra'ed Malallah, Amit Joshi, Sergiy Zhuk
- MICCAI (10) 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 47 co-authors