الباحثون

Xingyue Huang

المنشورات 1

نسخة أولية وصول مفتوح

To Learn is to Wander: Learning Across Graphs and Tasks with Random Walks

Louis Tichelman, Xingyue Huang, Jinwoo Kim وآخرون · 2026

Graph foundation models aim to transfer across graphs, feature spaces, relational schemas, and prediction tasks, yet existing approaches typically generalize only within particular graph modalities or tasks. We propose Wander, a graph foundation model designed to operate across these settings within a single pretrained …

المؤلفون المشاركون