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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Incorporating Topic Aspects for Online Comment Convincingness Evaluation EMNLP 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018
Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NIPS 2018
Learning to Multitask NIPS 2018
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search NIPS 2018
Watch Your Step: Learning Node Embeddings via Graph Attention NIPS 2018
RetGK: Graph Kernels based on Return Probabilities of Random Walks NIPS 2018
Deformable Shape Completion With Graph Convolutional Autoencoders CVPR 2018
Beyond Grids: Learning Graph Representations for Visual Recognition NIPS 2018
Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR 2018
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR 2018
SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018
Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS 2018
Adaptive Sampling Towards Fast Graph Representation Learning NIPS 2018
Scalable Multiplex Network Embedding IJCAI 2018
Neural Relational Inference for Interacting Systems ICML 2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks NAACL 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018
Deep Reasoning with Knowledge Graph for Social Relationship Understanding IJCAI 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018