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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation AAAI 2022
Exact Shape Correspondence via 2D graph convolution NIPS 2022
Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022
Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NIPS 2022
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022
Graph Pointer Neural Networks AAAI 2022
Deformable Graph Convolutional Networks AAAI 2022
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
Beyond GNNs: An Efficient Architecture for Graph Problems AAAI 2022
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022
Multi-Scale Distillation from Multiple Graph Neural Networks AAAI 2022
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022
Graph Structure Learning with Variational Information Bottleneck AAAI 2022
MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022