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Graph Neural Networks

1127 directly classified papers

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Papers

Graph Learning for Inverse Landscape Genetics AAAI 2021
Business Entity Matching with Siamese Graph Convolutional Networks AAAI 2021
Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks AAAI 2021
Graph Neural Networks with Heterophily AAAI 2021
Identity-aware Graph Neural Networks AAAI 2021
Hierarchical Graph Capsule Network AAAI 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021
One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach AAAI 2021
Neural Relational Inference with Efficient Message Passing Mechanisms AAAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Adversarial Directed Graph Embedding AAAI 2021
Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021
Inductive Graph Neural Networks for Spatiotemporal Kriging AAAI 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021
Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021
Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021
Very Important Person Localization in Unconstrained Conditions: A New Benchmark AAAI 2021
GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021
Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application AAAI 2021
Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks AAAI 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ACL 2021