Dmitry Bylinkin

According to our database, Dmitry Bylinkin authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Scalable Knowledge Editing for Mixture-of-Experts LLMs via Tensor-Structured Updates.

Roman Maksimov, Vladimir Aletov, Dmitry Bylinkin, Daniil Medyakov, Vladimir Solodkin, Aleksandr Beznosikov

CoRR, May, 2026

Accelerated Methods with Complexity Separation Under Data Similarity for Federated Learning Problems.

Dmitry Bylinkin, Sergey Skorik, Dmitriy Bystrov, Leonid Berezin, Aram Avetisyan, Aleksandr Beznosikov

CoRR, January, 2026

2025

Communication-Efficient Federated Learning with Adaptive Number of Participants.

Sergey Skorik, Vladislav Dorofeev, Gleb Molodtsov, Aram Avetisyan, Dmitry Bylinkin, Daniil Medyakov, Aleksandr Beznosikov

CoRR, August, 2025

Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation.

Dmitry Bylinkin, Mikhail Aleksandrov, Saveliy Chezhegov, Aleksandr Beznosikov

CoRR, July, 2025

Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity.

Dmitry Bylinkin, Aleksandr Beznosikov

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning.

Dmitry Bylinkin, Kirill Degtyarev, Aleksandr Beznosikov

CoRR, 2024