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graph representation learning

246 papers

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Also known as

UGRL GRL

Co-occurring keywords

graph neural network (3945) node classification (480) representation learning (6174) self-supervised learning (3751) graph representation (359) contrastive learning (3979) link prediction (620) graph contrastive learning (112) node representation (107) unsupervised learning (3255)

Papers

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NIPS 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024
On provable privacy vulnerabilities of graph representations NIPS 2024
GLDL: Graph Label Distribution Learning AAAI 2024
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning AAAI 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NIPS 2024
Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NIPS 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024
Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning JMLR 2024
Union Subgraph Neural Networks AAAI 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NIPS 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024
Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024