Representation Learning on Graphs

Graph Convolutional Variational Autoencoder for Subject Representation Learning | IEEE ICASSP 2025Подробнее

Graph-level Representation Learning with Joint-Embedding Predictive Architectures - GSP 2025Подробнее

Big Data 2025 Lecture 12: Graph Representation LearningПодробнее

DSSML24 - Introduction to graph machine learning - Jakub AdamczykПодробнее

GraphSAGE Networks for Inductive Representation LearningПодробнее

KDD 2025 - Hypergraph Motifs Representation LearningПодробнее

ICML Topological Deep Learning Challenge 2024: Beyond the Graph DomainПодробнее

Part 94: deep graph representation learning and optimization for influence maximization.Подробнее

Julius von Kügelgen: Multi-Domain Causal Representation LearningПодробнее

Part 83: Liftpool: lifting-based graph pooling for hierarchical graph representation learningПодробнее

WSDL 2023: Talk on Graph Neural Networks by Thomas KipfПодробнее

Demystifying and Mitigating Unfairness for Learning over GraphsПодробнее

Graph Representation Learning: Learning on graphsПодробнее

Graph Representation Learning: Graphs as dataПодробнее

Graph Representation Learning: EmbeddingsПодробнее

Geometric Deep Learning for Graphs and 3D Point Clouds - Prof. Charu Sharma / IITHПодробнее

Exploiting Subgraphs and Attributes for Representation Learning on Knowledge GraphsПодробнее

Part 27: Hierarchical graph representation learning with differentiable poolingПодробнее

Deep Learning on Graphs: Past, Present, And Future | Michael Bronstein | Knowledge Connexions 2020Подробнее

LoG Conference 2024 Day 1 - Yusu Wang keynote, KG-LLM & heterophilic graphs tutorial, oralsПодробнее