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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Mining Topological Structure in Graphs through Forest Representations JMLR 2020
Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020
Building powerful and equivariant graph neural networks with structural message-passing NIPS 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NIPS 2020
Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NIPS 2020
Random Walk Graph Neural Networks NIPS 2020
A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020
Learning to Match on Graph for Fashion Compatibility Modeling AAAI 2020
Social Influence Does Matter: User Action Prediction for In-Feed Advertising AAAI 2020
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020
Exponential Family Graph Embeddings AAAI 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction ACL 2020
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ACL 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020
Premise Selection in Natural Language Mathematical Texts ACL 2020
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020
Graph Filtration Learning ICML 2020
Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020