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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Attention-Guide Walk Model in Heterogeneous Information Network for Multi-Style Recommendation Explanation AAAI 2020
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
Graph Attention Based Proposal 3D ConvNets for Action Detection AAAI 2020
Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020
GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020
Detect All Abuse! Toward Universal Abusive Language Detection Models COLING 2020
Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning COLING 2020
Geometric Deep Learning Models for Linking Character Names in Novels COLING 2020
Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction COLING 2020
VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks COLING 2020
Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020
Visual-Textual Alignment for Graph Inference in Visual Dialog COLING 2020
Deep Learning for Abstract Argumentation Semantics IJCAI 2020
Joint Representation Learning of Legislator and Legislation for Roll Call Prediction IJCAI 2020
MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds CORL 2020
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators CORL 2020
Representation Learning for Dynamic Graphs: A Survey JMLR 2020
A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects CORL 2020
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching NIPS 2020
Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020
A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment COLING 2020
Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network COLING 2020
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers COLING 2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020