node embedding

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NeurIPS 2022 Directed Graph Auto-Encoders AAAI 2022 Finding Global Homophily in Graph Neural Networks When Meeting Heterophily ICML 2022 From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022 Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022 GLASS: GNN with Labeling Tricks for Subgraph Representation Learning ICLR 2022 Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 IGLU: Efficient GCN Training via Lazy Updates ICLR 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022 MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network NAACL 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning NAACL 2022 Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms ICLR 2022 3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings WACV 2021 DeepWalking Backwards: From Embeddings Back to Graphs ICML 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NeurIPS 2021 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021 Graph Edit Networks ICLR 2021 Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NeurIPS 2021 Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning ICLR 2021 Hierarchical Graph Capsule Network AAAI 2021