| Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation | Jul 1, 2022 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jul 1, 2022 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Cross-document Misinformation Detection based on Event Graph Reasoning | Jul 1, 2022 | Articlescoreference-resolution | CodeCode Available | 1 |
| Detecting Suicidality with a Contextual Graph Neural Network | Jul 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Transforming PageRank into an Infinite-Depth Graph Neural Network | Jul 1, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Trajectory Forecasting on Temporal Graphs | Jul 1, 2022 | Graph Neural NetworkMotion Forecasting | CodeCode Available | 1 |
| Spherical Channels for Modeling Atomic Interactions | Jun 29, 2022 | 10-shot image generationComputational chemistry | CodeCode Available | 4 |
| Modeling Teams Performance Using Deep Representational Learning on Graphs | Jun 29, 2022 | Graph Neural Network | —Unverified | 0 |
| Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting | Jun 28, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| 3D Multi-Object Tracking with Differentiable Pose Estimation | Jun 28, 2022 | 3D Multi-Object TrackingGraph Neural Network | —Unverified | 0 |
| BAGEL: A Benchmark for Assessing Graph Neural Network Explanations | Jun 28, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 |
| RAW-GNN: RAndom Walk Aggregation based Graph Neural Network | Jun 28, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Reduced Optimal Power Flow Using Graph Neural Network | Jun 27, 2022 | Graph Neural Network | —Unverified | 0 |
| DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy | Jun 27, 2022 | DenoisingGraph Neural Network | —Unverified | 0 |
| Learning to Control Local Search for Combinatorial Optimization | Jun 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set | Jun 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Automatic identification of segmentation errors for radiotherapy using geometric learning | Jun 27, 2022 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| Edge Direction-invariant Graph Neural Networks for Molecular Dipole Moments Prediction | Jun 26, 2022 | Graph Neural Network | —Unverified | 0 |
| Image Aesthetics Assessment Using Graph Attention Network | Jun 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Towards Representation Alignment and Uniformity in Collaborative Filtering | Jun 26, 2022 | Collaborative FilteringGraph Neural Network | CodeCode Available | 1 |
| Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions | Jun 25, 2022 | Graph Neural NetworkHuman-Object Interaction Detection | —Unverified | 0 |
| Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training | Jun 23, 2022 | Contrastive LearningGraph Classification | —Unverified | 0 |
| Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs | Jun 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 2 |
| RetroGraph: Retrosynthetic Planning with Graph Search | Jun 23, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Efficient and effective training of language and graph neural network models | Jun 22, 2022 | Edge ClassificationGraph Neural Network | —Unverified | 0 |
