Research

See my Google Scholar profile.

Journal Papers

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

Workshop Papers

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

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