← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Psycholinguistic Tripartite Graph Network for Personality Detection IJCNLP 2021
Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks IJCNLP 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction IJCNLP 2021
Reasoning over Entity-Action-Location Graph for Procedural Text Understanding IJCNLP 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning IJCNLP 2021
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction IJCNLP 2021
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction EMNLP 2021
Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction NAACL 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN SEMEVAL 2021
Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021
Multi-Channel Pooling Graph Neural Networks IJCAI 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Node-wise Localization of Graph Neural Networks IJCAI 2021
GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
The Surprising Power of Graph Neural Networks with Random Node Initialization IJCAI 2021
Learning Attributed Graph Representation with Communicative Message Passing Transformer IJCAI 2021
On Self-Distilling Graph Neural Network IJCAI 2021
Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021
UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021
Graph Filter-based Multi-view Attributed Graph Clustering IJCAI 2021
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021
Multi-hop Attention Graph Neural Networks IJCAI 2021