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neighbor aggregation

26 papers

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Co-occurring keywords

graph neural network (3962) neighborhood aggregation (31) node classification (482) representation learning (6206) node representation (107) graph convolutional network (658) node embedding (127) graph representation (360) link prediction (624) knowledge graph completion (240)

Papers

Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026
Uncertainty-Guided Metric Learning without Labels WACV 2025
LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily IJCAI 2024
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NIPS 2024
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors NIPS 2024
The Aggregation–Heterogeneity Trade-off in Federated Learning COLT 2023
Dynamic Group Link Prediction in Continuous-Time Interaction Network IJCAI 2023
Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery EMNLP 2023
Recurrent Temporal Revision Graph Networks NIPS 2023
Local Augmentation for Graph Neural Networks ICML 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NIPS 2022
Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022
Context-aware Entity Typing in Knowledge Graphs EMNLP 2021
Adaptive Diffusion in Graph Neural Networks NIPS 2021
Universal Graph Convolutional Networks NIPS 2021
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion AAAI 2020
A graph similarity for deep learning NIPS 2020
Learning Signed Network Embedding via Graph Attention AAAI 2020
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019
SPAGAN: Shortest Path Graph Attention Network IJCAI 2019