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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

Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NIPS 2022
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NIPS 2022
Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022
Implicit SVD for Graph Representation Learning NIPS 2021
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021
MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning IJCAI 2021
Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021
Spectral embedding for dynamic networks with stability guarantees NIPS 2021
Automated Machine Learning on Graphs: A Survey IJCAI 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
Multi-hop Attention Graph Neural Networks IJCAI 2021
Online Graph Dictionary Learning ICML 2021
Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks ICML 2021
Deep Learning on Graphs for Natural Language Processing NAACL 2021
InfoGCL: Information-Aware Graph Contrastive Learning NIPS 2021
CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021
Adversarial Directed Graph Embedding AAAI 2021
Graph Adversarial Self-Supervised Learning NIPS 2021
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset NAACL 2021
CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks ICLR 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021
Graph Mixture Density Networks ICML 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021