Graph Neural Networks

EIGNN: Efficient Infinite-Depth Graph Neural Networks NeurIPS 2021 E(n) Equivariant Graph Neural Networks ICML 2021 Enhancing Scientific Papers Summarization with Citation Graph AAAI 2021 Equivariant message passing for the prediction of tensorial properties and molecular spectra ICML 2021 Explainable Automated Graph Representation Learning with Hyperparameter Importance ICML 2021 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021 GLSearch: Maximum Common Subgraph Detection via Learning to Search ICML 2021 GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021 Graph Adversarial Self-Supervised Learning NeurIPS 2021 Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021 Graph-Based Label Propagation for Semi-Supervised Speaker Identification Interspeech 2021 Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021 Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021 Graph Game Embedding AAAI 2021 Graph Heterogeneous Multi-Relational Recommendation AAAI 2021 Graph Learning for Inverse Landscape Genetics AAAI 2021 Graph Mixture Density Networks ICML 2021 Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021 Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021 Graph Neural Networks with Heterophily AAAI 2021 Graph Neural Network to Dilute Outliers for Refactoring Monolith Application AAAI 2021 GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021 Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021 Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021 GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021