Maksim Kuznetsov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Language Modeling

Graph Construction

Hierarchical Hidden Markov Models

Generative Model

Top Venues

J. Chem. Inf. Model.

Publications

Artem Zholus, Maksim Kuznetsov, Roman Schutski, Rim Shayakhmetov, Daniil Polykovskiy, Sarath Chandar, Alex Zhavoronkov
BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning. CoRR (2024)
Maksim Kuznetsov, Fedor Ryabov, Roman Schutski, Rim Shayakhmetov, Yen-Chu Lin, Alex Aliper, Daniil Polykovskiy
COSMIC: Molecular Conformation Space Modeling in Internal Coordinates with an Adversarial Framework. J. Chem. Inf. Model. 64 (9) (2024)
Micha Livne, Zulfat Miftahutdinov, Elena Tutubalina, Maksim Kuznetsov, Daniil Polykovskiy, Annika Brundyn, Aastha Jhunjhunwala, Anthony Costa, Alex Aliper, Alex Zhavoronkov
nach0: Multimodal Natural and Chemical Languages Foundation Model. CoRR (2023)
Maksim Kuznetsov, Daniil Polykovskiy
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation. AAAI (2021)
Maksim Kuznetsov, Daniil Polykovskiy
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation. CoRR (2021)
Maksim Kuznetsov, Daniil Polykovskiy, Dmitry P. Vetrov, Alexander Zhebrak
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models. NeurIPS (2019)
Maksim Kuznetsov, Daniil Polykovskiy, Dmitry P. Vetrov, Alexander Zhebrak
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models. CoRR (2019)