| ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward | Jan 1, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Matrix Data Deep Decoder - Geometric Learning for Structured Data Completion | Jan 1, 2021 | DecoderGraph Neural Network | —Unverified | 0 |
| Learning Lagrangian Fluid Dynamics with Graph Neural Networks | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Polynomial Graph Convolutional Networks | Jan 1, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Real-Time AutoML | Jan 1, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation | Jan 1, 2021 | Atomic ForcesGraph Neural Network | —Unverified | 0 |
| Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning | Jan 1, 2021 | Graph ClassificationGraph Matching | —Unverified | 0 |
| Analysing the Update step in Graph Neural Networks via Sparsification | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Differentiable Graph Optimization for Neural Architecture Search | Jan 1, 2021 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| Learning a Transferable Scheduling Policy for Various Vehicle Routing Problems based on Graph-centric Representation Learning | Jan 1, 2021 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
