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Graph Neural Networks

4,522 papers

Papers per year

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Papers

Online Graph Dictionary Learning ICML 2021
Explainable Automated Graph Representation Learning with Hyperparameter Importance ICML 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021
Link Prediction with Persistent Homology: An Interactive View ICML 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Graph Contrastive Learning Automated ICML 2021
Deep Latent Graph Matching ICML 2021
On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021
Two Heads are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination ICML 2021
How Framelets Enhance Graph Neural Networks ICML 2021
Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification IJCAI 2021
Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021
Adaptive Edge Attention for Graph Matching with Outliers IJCAI 2021
GM-MLIC: Graph Matching based Multi-Label Image Classification IJCAI 2021
PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery IJCAI 2021
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation IJCAI 2021
Multi-Channel Pooling Graph Neural Networks IJCAI 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021
Node-wise Localization of Graph Neural Networks IJCAI 2021