| Tracklets Predicting Based Adaptive Graph Tracking | Oct 18, 2020 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Meta-path Free Semi-supervised Learning for Heterogeneous Networks | Oct 18, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Distributed Representations of Entities in Open-World Knowledge Graphs | Oct 16, 2020 | Entity AlignmentGraph Neural Network | —Unverified | 0 |
| Generalizable Machine Learning in Neuroscience using Graph Neural Networks | Oct 16, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| PointManifold: Using Manifold Learning for Point Cloud Classification | Oct 14, 2020 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Rotation Averaging with Attention Graph Neural Networks | Oct 14, 2020 | Graph Neural NetworkOutlier Detection | —Unverified | 0 |
| Temporal Collaborative Filtering with Graph Convolutional Neural Networks | Oct 13, 2020 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks | Oct 13, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Towards Expressive Graph Representation | Oct 12, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph | Oct 12, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 0 |
| DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs | Oct 11, 2020 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution | Oct 9, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks | Oct 9, 2020 | Graph Neural Network | —Unverified | 0 |
| Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models | Oct 8, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Data-Driven Learning of Geometric Scattering Networks | Oct 6, 2020 | DescriptiveGraph Classification | CodeCode Available | 0 |
| A Unified View on Graph Neural Networks as Graph Signal Denoising | Oct 5, 2020 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Efficient Colon Cancer Grading with Graph Neural Networks | Oct 2, 2020 | feature selectionGraph Neural Network | —Unverified | 0 |
| 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) | Oct 1, 2020 | Chinese Dependency ParsingDependency Parsing | —Unverified | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 |
| EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data | Sep 30, 2020 | Graph Neural Network | —Unverified | 0 |
| Learning to Reflect and to Beamform for Intelligent Reflecting Surface with Implicit Channel Estimation | Sep 30, 2020 | Graph Neural Network | CodeCode Available | 0 |
| A general approach for identifying hierarchical symmetry constraints for analog circuit layout | Sep 30, 2020 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing | Sep 30, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
| A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions | Sep 29, 2020 | Cloud ComputingGraph Neural Network | —Unverified | 0 |
| PanRep: Universal node embeddings for heterogeneous graphs | Sep 28, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
