← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Simple and Deep Graph Convolutional Networks ICML 2020
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks NIPS 2020
JAX MD: A Framework for Differentiable Physics NIPS 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020
Graph Transformer for Graph-to-Sequence Learning AAAI 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks NIPS 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations EMNLP 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020
Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020
A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020
Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction AAAI 2020
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020
Instance-Adaptive Graph for EEG Emotion Recognition AAAI 2020
Fine-Grained Machine Teaching with Attention Modeling AAAI 2020