Graph Neural Networks

A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NeurIPS 2023 A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks NeurIPS 2023 A new perspective on building efficient and expressive 3D equivariant graph neural networks NeurIPS 2023 A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models ACML 2023 Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions ICLR 2023 Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence WACV 2023 Annotating PubMed Abstracts with MeSH Headings using Graph Neural Network EACL 2023 A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks ICLR 2023 Another Point of View on Visual Speech Recognition Interspeech 2023 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks ICLR 2023 Approximately Equivariant Graph Networks NeurIPS 2023 A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract) AAAI 2023 A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023 Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NeurIPS 2023 Are GATs Out of Balance? NeurIPS 2023 Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL 2023 Are More Layers Beneficial to Graph Transformers? ICLR 2023 ARTree: A Deep Autoregressive Model for Phylogenetic Inference NeurIPS 2023 Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023 A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction EMNLP 2023 Asynchronous Event Processing with Local-Shift Graph Convolutional Network AAAI 2023 A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs NeurIPS 2023 Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023 Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023 Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023