| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
| Convergent Graph Solvers | Jun 3, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules | Jun 2, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning | Jun 2, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Structural Realization with GGNNs | Jun 1, 2021 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 |
| Breadth First Reasoning Graph for Multi-hop Question Answering | Jun 1, 2021 | Graph Neural NetworkMulti-hop Question Answering | —Unverified | 0 |
| KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | Jun 1, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| SN-Graph: a Minimalist 3D Object Representation for Classification | May 31, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| The Role of Entropy in Guiding a Connection Prover | May 31, 2021 | Automated Theorem ProvingDecision Making | —Unverified | 0 |
| DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation | May 30, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Generating Adversarial Examples with Graph Neural Networks | May 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Relational Graph Neural Network Design via Progressive Neural Architecture Search | May 30, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 |
| Hashing-Accelerated Graph Neural Networks for Link Prediction | May 29, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| GINA: Neural Relational Inference From Independent Snapshots | May 29, 2021 | Graph Neural Network | —Unverified | 0 |
| Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction | May 28, 2021 | Graph Neural NetworkRelation | —Unverified | 0 |
| Neural Enhanced Belief Propagation for Cooperative Localization | May 27, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Motif Prediction with Graph Neural Networks | May 26, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Local, global and scale-dependent node roles | May 26, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification | May 25, 2021 | Ensemble LearningGraph Neural Network | —Unverified | 0 |
| GraphFM: Graph Factorization Machines for Feature Interaction Modeling | May 25, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Network Based VC Investment Success Prediction | May 25, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Heterogeneous Graph Representation Learning with Relation Awareness | May 24, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Cross-lingual Text Classification with Heterogeneous Graph Neural Network | May 24, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks | May 21, 2021 | Graph Neural Networkimage-classification | —Unverified | 0 |
