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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

BANANA: when Behavior ANAlysis meets social Network Alignment IJCAI 2020
Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NIPS 2020
GPS-Net: Graph-based Photometric Stereo Network NIPS 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations NIPS 2020
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NIPS 2020
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting NIPS 2020
Digraph Inception Convolutional Networks NIPS 2020
Hybrid Models for Learning to Branch NIPS 2020
Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis CVPR 2020
Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection CVPR 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud CVPR 2020
Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection CVPR 2020
Learning for Graph Matching and Related Combinatorial Optimization Problems IJCAI 2020
Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020
Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising IJCAI 2020
HID: Hierarchical Multiscale Representation Learning for Information Diffusion IJCAI 2020
Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ACL 2020
Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NIPS 2020
Graph Geometry Interaction Learning NIPS 2020
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs NIPS 2020
Generative 3D Part Assembly via Dynamic Graph Learning NIPS 2020
Towards More Practical Adversarial Attacks on Graph Neural Networks NIPS 2020
BRP-NAS: Prediction-based NAS using GCNs NIPS 2020