| Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition | Jul 2, 2018 | Fine-Grained Image ClassificationFine-Grained Image Recognition | —Unverified | 0 |
| N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules | Jun 24, 2018 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| Hierarchical Graph Representation Learning with Differentiable Pooling | Jun 22, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Adversarial Attack on Graph Structured Data | Jun 6, 2018 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Learning to Multitask | May 19, 2018 | Graph Neural Network | —Unverified | 0 |
| Constructing Narrative Event Evolutionary Graph for Script Event Prediction | May 14, 2018 | Graph Neural NetworkMultiple-choice | CodeCode Available | 1 |
| Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning | May 7, 2018 | Action RecognitionGraph Neural Network | —Unverified | 0 |
| Convolutional Neural Network Architectures for Signals Supported on Graphs | May 1, 2018 | Authorship AttributionGraph Neural Network | —Unverified | 0 |
| An End-to-End Deep Learning Architecture for Graph Classification | Apr 29, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Attentional Multilabel Learning over Graphs: A Message Passing Approach | Apr 1, 2018 | General ClassificationGraph Neural Network | —Unverified | 0 |
