Unsupervised Episode Generation for Graph Meta-learning

J Jung, S Seo, S Kim, C Park - arXiv preprint arXiv:2306.15217, 2023 - arxiv.org
In this paper, we investigate Unsupervised Episode Generation methods to solve Few-Shot
Node-Classification (FSNC) problem via Meta-learning without labels. Dominant meta …

A Survey of Reasoning for Substitution Relationships: Definitions, Methods, and Directions

A Yang, Z Du, T Sun - arXiv preprint arXiv:2404.08687, 2024 - arxiv.org
Substitute relationships are fundamental to people's daily lives across various domains. This
study aims to comprehend and predict substitute relationships among products in diverse …