Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning. - Dmitry Bylinkin; Kirill Degtyarev; Aleksandr Beznosikov (CoRR, 2024)

Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity. - Dmitry Bylinkin; Aleksandr Beznosikov (AAAI, 2025)

Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation. - Dmitry Bylinkin; Mikhail Aleksandrov; Saveliy Chezhegov; Aleksandr Beznosikov (CoRR, 2025)