| Multi-Label Text Classification by Graph Neural Network with Mixing Operations | Oct 16, 2021 | Graph Neural NetworkMulti Label Text Classification | —Unverified | 0 |
| DPGNN: Dual-Perception Graph Neural Network for Representation Learning | Oct 15, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Simultaneous Missing Value Imputation and Structure Learning with Groups | Oct 15, 2021 | Causal DiscoveryGraph Neural Network | —Unverified | 0 |
| An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design | Oct 10, 2021 | Drug DesignGenerative Adversarial Network | —Unverified | 0 |
| Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation | Oct 8, 2021 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 |
| Improving Generalization of Deep Reinforcement Learning-based TSP Solvers | Oct 6, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory | Oct 6, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Space-Time Graph Neural Networks | Oct 6, 2021 | Graph Neural Network | —Unverified | 0 |
| Permute Me Softly: Learning Soft Permutations for Graph Representations | Oct 5, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Hierarchical information matters: Text classification via tree based graph neural network | Oct 5, 2021 | ClassificationDependency Parsing | CodeCode Available | 0 |
| Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels | Oct 4, 2021 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach | Sep 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Automated airway segmentation by learning graphical structure | Sep 30, 2021 | Computed Tomography (CT)Graph Neural Network | —Unverified | 0 |
| On the Effect of Input Perturbations for Graph Neural Networks | Sep 29, 2021 | Graph Neural Network | —Unverified | 0 |
| LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL | Sep 29, 2021 | Community DetectionGraph Neural Network | —Unverified | 0 |
| Geometric Random Walk Graph Neural Networks via Implicit Layers | Sep 29, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs | Sep 29, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Differentiable Scaffolding Tree for Molecule Optimization | Sep 29, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 |
| Adaptive Multi-layer Contrastive Graph Neural Networks | Sep 29, 2021 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Full-Precision Free Binary Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkMixture-of-Experts | —Unverified | 0 |
| NeuroSED: Learning Subgraph Similarity via Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| A General Unified Graph Neural Network Framework Against Adversarial Attacks | Sep 29, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
| Breaking Down Questions for Outside-Knowledge VQA | Sep 29, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |