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

PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering AAAI 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
The Intelligible and Effective Graph Neural Additive Network NIPS 2024
RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting AAAI 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NIPS 2024
Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024
Multiplex Graph Representation Learning via Bi-level Optimization IJCAI 2024
Unsupervised Deep Graph Structure and Embedding Learning IJCAI 2024
Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers NIPS 2024
Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024
Robust Node Classification on Graph Data with Graph and Label Noise AAAI 2024
GC-Bench: An Open and Unified Benchmark for Graph Condensation NIPS 2024
ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NIPS 2024
Hypergraph Neural Architecture Search AAAI 2024
Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs AAAI 2024