Ivan Golovkin

MS student, AI Talent Hub, ITMO University

Joined

August 2025

Names

Ivan Golovkin (Preferred)

,

Ivan Alexeevich Golovkin

Emails

****@list.ru (Confirmed)

,

****@niuitmo.ru (Confirmed)

Personal Links

Career & Education History

MS student

AI Talent Hub, ITMO University (itmo.ru)

2025 – 2027

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Two-Stage Probability-Enhanced Regression on Property Matrices and LLM Embeddings Enables State-of-the-Art Prediction of Gene Knockdown by Modified siRNAs
Ivan Golovkin, Denis Shatkovskii, Nikita Serov
- International Journal of Molecular Sciences
- Readers: Everyone
BioSensGraph: Predicting Biopolymer Interactions via Knowledge Graph Embedding on a Property Graph of Molecular Entities
Pavel Bogdanov, Nikolai Shirokii, Yevgeniya Din, Evgeniy V. Nam, Ivan Alexeevich Golovkin, Anna Zaikina, Andrei Kriukov, Mariia Eremeyeva, Nikita Serov
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration
Margarita V. Neklesova, Karine S. Sogomonyan, Ivan A. Golovkin, Nikolay I. Shirokiy, Sofia O. Vershinina, Sofia A. Tsvetikova, Julia E. Korzhova, Mariya N. Zakharova, Elena V. Gnedovskaya
- Biomedicines
- Readers: Everyone

Co-Authors