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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023
Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023
Graph Neural Convection-Diffusion with Heterophily IJCAI 2023
Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023
LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023
Some Might Say All You Need Is Sum IJCAI 2023
Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition CVPR 2023
Self-Attention Message Passing for Contrastive Few-Shot Learning WACV 2023
More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023
Learning Graph Variational Autoencoders With Constraints and Structured Priors for Conditional Indoor 3D Scene Generation WACV 2023
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023
Self-Distillation for Unsupervised 3D Domain Adaptation WACV 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs IJCAI 2023
Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023
Graph Attention Retrospective JMLR 2023
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks IJCAI 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing NSDI 2023
Geometry Matching for Multi-Embodiment Grasping CORL 2023
Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-agent Control CORL 2023