Author

Dmitry Bylinkin

h-index 1 View on Semantic Scholar

We have 3 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

The Kuramoto Neural Operator: Learning to Solve PDEs via Coupled Oscillator Dynamics

This work introduces the Kuramoto Neural Operator (KNO), which represents the solution through the evolution of a latent field of interacting oscillators, and shows that the model's prediction error is closely linked to the collective dynamics of the latent oscillators.

Petr Badolia, L. Obukhov, Dmitry Bylinkin et al. · 0 citations

#machine learning Preprint Aug 2026

Controlling Refusal Behavior of LLMs via Stiefel-Constrained Rotation Steering

This work develops a self-contained methodology for learning parameter-efficient rotational transformations based on Riemannian optimization and empirically validate the proposed rotation-based steering scheme, demonstrating its superiority in intervention efficiency.

Kirill Bunin, Dmitry Bylinkin, Vladimir Aletov et al. · 0 citations

#machine learning Preprint Aug 2026

Leveraging Association Context Retrieval in Knowledge Edit- ing to Build White-Box Attacks on LLMs

A novel white-box attack inspired by locate-then-edit approaches from the field of Knowledge Editing is proposed, modifying the editing framework by incorporating as- sociative knowledge retrieved from the model, thereby extending constraint removal to an entire thematic category rather than being limited to prompts fr...

R. Maksimov, Vladimir Aletov, V. Solodkin et al. · 0 citations