conftrace_

node embedding

127 papers

Explore in graph

Co-occurring keywords

graph neural network (3962) link prediction (624) representation learning (6206) graph embedding (349) node classification (482) graph representation (360) graph representation learning (246) message passing (579) random walk (161) network embedding (111)

Papers

Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories ACL 2023
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks ICML 2023
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023
Scalable Spatiotemporal Graph Neural Networks AAAI 2023
Provable Training for Graph Contrastive Learning NIPS 2023
Quantum 3D Graph Learning with Applications to Molecule Embedding ICML 2023
Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment IJCAI 2023
LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling AAAI 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network NIPS 2023
CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily ICML 2022
MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network NAACL 2022
Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022
A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NIPS 2022
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning NAACL 2022
Deep Graph Matching for Partial Label Learning IJCAI 2022
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022
Directed Graph Auto-Encoders AAAI 2022
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022