Yandex Laboratory hosted a seminar titled "Graph Foundation Models"
On February 18, 2026, the lab hosted the workshop "Graph Foundation Models"
Яндекс
Speaker: Dmitry Eremeev, Research Assistant, Yandex Laboratory
Dmitry Eremeev
Научно-учебная лаборатория компании Яндекс: Стажер-исследователь
The workshop discussed about foundation models, which have revolutionized fields such as computer vision and natural language processing. However, their application to some other modalities, such as graphs, remains understudied. The workshop discussed the main challenges facing graph foundation models and existing approaches to addressing them. Particular attention was paid to recently proposed methods based on the prior-data-fitted networks framework.
Paper
(in Russian)