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

Bures-Wasserstein Means of Graphs AISTATS 2024
HGDL: Heterogeneous Graph Label Distribution Learning NIPS 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Graph Neural Networks Need Cluster-Normalize-Activate Modules NIPS 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024
SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024
Graph Neural Networks Do Not Always Oversmooth NIPS 2024
ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
When Causal Inference Meets Graph Machine Learning AAAI 2024
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks NIPS 2024
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NIPS 2024
Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024
ReGCL: Rethinking Message Passing in Graph Contrastive Learning AAAI 2024
Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding AAAI 2024
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors NIPS 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024
SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network AAAI 2024
Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024
Improving Distinguishability of Class for Graph Neural Networks AAAI 2024
Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024