Graph Neural Networks

Does Graph Distillation See Like Vision Dataset Counterpart? NeurIPS 2023 Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NeurIPS 2023 Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks ICML 2023 Don't Ignore Alienation and Marginalization: Correlating Fraud Detection IJCAI 2023 Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023 Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction IJCAI 2023 Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023 Do We Really Need Complicated Model Architectures For Temporal Networks? ICLR 2023 DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction EACL 2023 DRew: Dynamically Rewired Message Passing with Delay ICML 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations AAAI 2023 Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection ACL 2023 DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ACL 2023 Dual Label-Guided Graph Refinement for Multi-View Graph Clustering AAAI 2023 Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks AAAI 2023 Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023 Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023 Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023 Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023 Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting AAAI 2023 Dynamic-Resolution Model Learning for Object Pile Manipulation RSS 2023 E$(n)$ Equivariant Message Passing Simplicial Networks ICML 2023 EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers ICLR 2023 Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023