conftrace_

node classification

482 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) semi-supervised learning (2341) representation learning (6206) graph classification (212) graph representation learning (246) message passing (579) graph representation (360) graph convolutional network (658) network embedding (111)

Papers

Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023
Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach ACL 2023
Holistic Prediction on a Time-Evolving Attributed Graph ACL 2023
Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023
Latent Graph Inference with Limited Supervision NIPS 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library NIPS 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023
Diffusion Probabilistic Models for Structured Node Classification NIPS 2023
Graph Contrastive Learning with Stable and Scalable Spectral Encoding NIPS 2023
Transformers over Directed Acyclic Graphs NIPS 2023
DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks AAAI 2023
Graph Propagation Transformer for Graph Representation Learning IJCAI 2023
Graph Self-supervised Learning via Proximity Distribution Minimization UAI 2023
Degree-based stratification of nodes in Graph Neural Networks ACML 2023
End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022
Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022
Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022
Role-based Multiplex Network Embedding ICML 2022
What Makes Graph Neural Networks Miscalibrated? NIPS 2022
High-Order Pooling for Graph Neural Networks with Tensor Decomposition NIPS 2022
Geodesic Graph Neural Network for Efficient Graph Representation Learning NIPS 2022