Research

See my Google Scholar profile.

Conference Papers

[ISMIR 2026] Dmitrii Gavrilev, Ilya Borovik, Vladimir Viro.
“Integrating Contextual Embeddings into Evaluation of Expressive MIDI Piano Performances” (2026)
[paper] [code] [page]

[ACM Multimedia 2025 (A*)] Ilya Borovik, Dmitrii Gavrilev, Vladimir Viro.
“SyMuPe: Affective and Controllable Symbolic Music Performance” (2025)
(Outstanding Paper in Generation Award)
[paper] [code]

Journal Papers

[IEEE Access] Dmitrii Gavrilev, Ilya Makarov.
“Fast Approximate Convex Hull Construction in Networks via Node Embedding” (2023)
[paper] [code]

Workshop Papers

[ICML 2026 ML4Audio Workshop] Dmitrii Gavrilev.
“PianoKontext: Expressive Performance Rendering from Deadpan Context” (2026)
[paper] [code] [page]

[ICML 2023 SPIGM Workshop] Dmitrii Gavrilev, Evgeny Burnaev.
“Anomaly Detection in Networks via Score-Based Generative Models” (2023)
[paper] [code]

[ICML 2022 CompBio Workshop] Dmitrii Gavrilev, Nurlybek Amangeldiuly, Sergey Ivanov, Evgeny Burnaev.
“High Performance of Gradient Boosting in Binding Affinity Prediction” (2022)
[paper]

Other

[ISMIR 2026 Late-Breaking/Demo] Dmitrii Gavrilev.
“PianoKontext: Expressive Performance Rendering from Deadpan Context” (2026)
[paper] [page]

[ISMIR 2025 Late-Breaking/Demo] Dmitrii Gavrilev.
“Towards Time-Aware Music Interpolation in Latent Space” (2025)
[paper] [code] [page]