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Nikolay Nikitin
Researcher, ITMO University
Joined
May 2023
Names
Nikolay Nikitin
(Preferred)
,
Nikolay Olegovich Nikitin
,
Nikolay O. Nikitin
Emails
****@gmail.com
(Confirmed)
,
****@itmo.ru
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
ITMO University
(itmo.ru)
2016
–
Present
PhD student
ITMO University
(itmo.ru)
2016
–
2020
MS student
ITMO University
(itmo.ru)
2014
–
2016
Undergrad student
ITMO University
(itmo.ru)
2010
–
2014
Advisors, Relations & Conflicts
PhD Advisor
Alexander Boukhanovsky
2016
–
2020
Expertise
LLM agents
2023
–
Present
Generative design
2021
–
Present
AutoML
2020
–
Present
Evolutionary optimization
2017
–
Present
Sea ice forecasting
2016
–
Present
Publications
Selective Perturbations as a Diagnostic for Benchmark-Based LLM Comparisons
Ivan Dubrovsky
,
Nina Gubina
,
Anastasia Orlova
,
Illarion Iov
,
Irena Gureeva
,
Nikolay Nikitin
,
Alexey Zaytsev
CTB@ICML 2026
Readers:
Everyone
Towards Ontology-Driven Multi-Hop Benchmark for Corporate GraphRAG Systems
Ivan Kirpichev
,
Eldar Kurmanaliev
,
Fedor Bushmelev
,
Maxim Abramov
,
Anastasiia Korepanova
,
Anna Kalyuzhnaya
,
Nikolay Nikitin
IJCAI-ECAI 2026 Joint Workshop on GENAIK and NORA
Readers:
Everyone
Deep Learning for Super-resolution of Sea Ice Concentration: Case Study of OSISAF Downscaler
Julia Borisova
,
Dmitry Morozov
,
Dmitry Gilemkhanov
,
Nikolay Nikitin
ML4RS @ ICLR 2026 (Main)
Readers:
Everyone
Energy-Guided Diffusion for Valid SMILES Generation
Ivan Gurev
,
Nikolay Nikitin
ReALM-GEN 2026 - ICLR 2026 Workshop
Readers:
Everyone
An LLM-Powered Tool for Enhancing Scientific Open-Source Repositories
Nikolay Nikitin
,
Andrey Getmanov
,
Zakhar Popov
,
Ulyanova Ekaterina Alekseevna
,
Yaroslav Aksenkin
,
Ilya Sokolov
,
Alexander Boukhanovsky
CODEML@ICML25 Spotlight
Readers:
Everyone
Deep GNN-driven Surrogate for the Better Meta-learning in AutoML
Nikolay Nikitin
,
Konstantin Cherniak
,
Mardyshkin Rostislav Romanovich
,
Egor Shikov
,
Peter Shevchenko
,
Illarion L. Iov
,
Maiia Pinchuk
,
Grigorii Kirgizov
,
Andrey Stebenkov
,
Anna Kalyuzhnaya
MathAI 2025 Oral
Readers:
Everyone
Towards LLM-Driven Multi-Agent Pipeline for Drug Discovery: Neurodegenerative Diseases Case Study
Gleb Vitalevich Solovev
,
Alina Borisovna Zhidkovskaya
,
Anastasia Orlova
,
Anastasia Vepreva
,
Tonkii Ilya
,
Rodion Golovinskii
,
Nina Gubina
,
Denis Chistiakov
,
Timur A. Aliev
,
Ivan Poddiakov
,
Galina Zubkova
,
Ekaterina V. Skorb
,
Vladimir Vinogradov
,
Nikolay Nikitin
,
Andrei Dmitrenko
,
Anna Kalyuzhnaya
,
Andrey Savchenko
AI4Research @ AAAI 2025 Poster
Readers:
Everyone
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
Nina Gubina
,
Andrei Dmitrenko
,
Gleb Vitalevich Solovev
,
Lyubov Yamshchikova
,
Oleg Petrov
,
Ivan Lebedev
,
Nikita Serov
,
Grigorii Kirgizov
,
Nikolay Nikitin
,
Vladimir Vinogradov
NeurIPS 2024 poster
Readers:
Everyone
GOLEM: Flexible Evolutionary Design of Graph Representations of Physical and Digital Objects
Maiia Pinchuk
,
Grigorii Kirgizov
,
Lyubov Yamshchikova
,
Nikolay O. Nikitin
,
Irina Deeva
,
Karine Shakhkyan
,
Ivan I. Borisov
,
Kirill Zharkov
,
Anna V. Kalyuzhnaya
GECCO Companion 2024
Readers:
Everyone
Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines
Nikolay O. Nikitin
,
Maiia Pinchuk
,
Valerii Pokrovskii
,
Peter Shevchenko
,
Andrey Getmanov
,
Yaroslav Aksenkin
,
Ilia Revin
,
Andrey Stebenkov
,
Vladimir Latypov
,
Ekaterina Poslavskaya
,
Anna V. Kalyuzhnaya
Knowl. Based Syst. 2024
Readers:
Everyone
View all 54 publications
Co-Authors
Alexander A. Kudryashov
Alexander Boukhanovsky
Alexander Hvatov
Alexander V. Boukhanovsky
Alexandra Klimova
Alexey Zaytsev
Alina Borisovna Zhidkovskaya
Amir Uteuov
Anastasia A. Funkner
Anastasia Orlova
Anastasia Vepreva
Anastasiia Korepanova
Andrei Dmitrenko
Andrey Getmanov
Andrey Savchenko
Andrey Stebenkov
Anna Bubnova
Anna Kalyuzhnaya
Anna V. Kalyuzhnaya
Anton Voskresenskiy
Danila A. Vaganov
Denis A. Nasonov
Denis Chistiakov
Denis O. Sidorenko
Dmitry Gilemkhanov
View all 99 co-authors