conftrace_

node embedding

127 papers

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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

Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NIPS 2021
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NIPS 2021
Hierarchical Graph Capsule Network AAAI 2021
DeepWalking Backwards: From Embeddings Back to Graphs ICML 2021
Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity ICML 2021
3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings WACV 2021
SDGNN: Learning Node Representation for Signed Directed Networks AAAI 2021
Learning Conjoint Attentions for Graph Neural Nets NIPS 2021
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning NIPS 2021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NIPS 2021
Spectral embedding for dynamic networks with stability guarantees NIPS 2021
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021
Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
Residual2Vec: Debiasing graph embedding with random graphs NIPS 2021
Inductive Link Prediction for Nodes Having Only Attribute Information IJCAI 2020
When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020
Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching AAAI 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
A Flexible Latent Space Model for Multilayer Networks ICML 2020
Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning AAAI 2020
Symbolic Network: Generalized Neural Policies for Relational MDPs ICML 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings NIPS 2020
GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020