| SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation | Feb 8, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation | May 17, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training | Jun 23, 2022 | Contrastive LearningGraph Classification | —Unverified | 0 | 0 |
| Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions | Sep 9, 2022 | Dimensionality ReductionGraph Neural Network | —Unverified | 0 | 0 |
| Simple yet Effective Gradient-Free Graph Convolutional Networks | Feb 1, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features | Jun 3, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks | Jun 9, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 | 0 |
| Single-GPU GNN Systems: Traps and Pitfalls | Feb 5, 2024 | GPUGraph Neural Network | —Unverified | 0 | 0 |
| Site-specific graph neural network for predicting protonation energy of oxygenate molecules | Sep 18, 2019 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 | 0 |
| Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning | May 7, 2018 | Action RecognitionGraph Neural Network | —Unverified | 0 | 0 |
