| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation | May 5, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks | May 5, 2022 | Graph Neural Network | —Unverified | 0 |
| COGMEN: COntextualized GNN based Multimodal Emotion recognitioN | May 5, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | May 4, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction | May 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Multi-subgoal Robot Navigation in Crowds with History Information and Interactions | May 4, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks | May 3, 2022 | Graph Neural NetworkImage Generation | —Unverified | 0 |
| RU-Net: Regularized Unrolling Network for Scene Graph Generation | May 3, 2022 | DenoisingDiversity | CodeCode Available | 1 |
| FINETUNA: Fine-tuning Accelerated Molecular Simulations | May 2, 2022 | Active LearningGraph Neural Network | —Unverified | 0 |
