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| NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Network for Better Cause-Effect Span Detection | Oct 6, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Space-Time Graph Neural Networks | Oct 6, 2021 | Graph Neural Network | —Unverified | 0 |
| Improving Generalization of Deep Reinforcement Learning-based TSP Solvers | Oct 6, 2021 | Deep Reinforcement LearningGraph 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 |
| Automated airway segmentation by learning graphical structure | Sep 30, 2021 | Computed Tomography (CT)Graph Neural Network | —Unverified | 0 |
| Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach | Sep 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Breaking Down Questions for Outside-Knowledge VQA | Sep 29, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Differentiable Scaffolding Tree for Molecule Optimization | Sep 29, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 |
| PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels | Sep 29, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| A General Unified Graph Neural Network Framework Against Adversarial Attacks | Sep 29, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
| On Locality in Graph Learning via Graph Neural Network | Sep 29, 2021 | Active LearningGraph Learning | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Full-Precision Free Binary Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkMixture-of-Experts | —Unverified | 0 |
| Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs | Sep 29, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| DEEP GRAPH TREE NETWORKS | Sep 29, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| LPMARL: Linear Programming based Implicit Task Assigment for Hiearchical Multi-Agent Reinforcement Learning | Sep 29, 2021 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Geometric Random Walk Graph Neural Networks via Implicit Layers | Sep 29, 2021 | Graph ClassificationGraph 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 |
| NeuroSED: Learning Subgraph Similarity via Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Adaptive Multi-layer Contrastive Graph Neural Networks | Sep 29, 2021 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation | Sep 28, 2021 | DenoisingGraph Neural Network | —Unverified | 0 |
