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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations AISTATS 2023
Positional Encoder Graph Neural Networks for Geographic Data AISTATS 2023
Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023
Geometric Random Walk Graph Neural Networks via Implicit Layers AISTATS 2023
Another Point of View on Visual Speech Recognition INTERSPEECH 2023
Benchmarking Graph Neural Networks JMLR 2023
Graph Clustering with Graph Neural Networks JMLR 2023
Joint Learning Model for Low-Resource Agglutinative Language Morphological Tagging ACL 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023
Sentiment Analysis using the Relationship between Users and Products ACL 2023
Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023
Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023
Optimized Crystallographic Graph Generation for Material Science IJCAI 2023
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities IJCAI 2023
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning IJCAI 2023
Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023
Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023
Graph Contrastive Learning with Group Whitening ACML 2023
Unleashing the Power of High-pass Filtering in Continuous Graph Neural Networks ACML 2023
Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract) IJCAI 2023
Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023
Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks IJCAI 2023
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management IJCAI 2023