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graph neural network

4,589 papers

GNNS GNN

Papers

SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023 Simple and Asymmetric Graph Contrastive Learning without Augmentations NeurIPS 2023 Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023 SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023 SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training ICCV 2023 SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023 Smart Initial Basis Selection for Linear Programs ICML 2023 Smooth, exact rotational symmetrization for deep learning on point clouds NeurIPS 2023 Social Relation Reasoning Based on Triangular Constraints AAAI 2023 Some Might Say All You Need Is Sum IJCAI 2023 Sparse Graph Learning from Spatiotemporal Time Series JMLR 2023 Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images CVPR 2023 Spatial Attention Kinetic Networks with E(n)-Equivariance ICLR 2023 Spatial Correspondence between Graph Neural Network-Segmented Images MIDL 2023 Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023 Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023 Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023 Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts NeurIPS 2023 Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes MIDL 2023 Steno AI at SemEval-2023 Task 6: Rhetorical Role Labelling of Legal Documents using Transformers and Graph Neural Networks SemEval 2023 STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion EMNLP 2023 Strategic Classification with Graph Neural Networks ICLR 2023 StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes ICML 2023 Structural Re-weighting Improves Graph Domain Adaptation ICML 2023 Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023