| Spatio-Spectral Graph Neural Networks | May 29, 2024 | GPUGraph Classification | CodeCode Available | 1 |
| Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning | May 26, 2024 | Computational EfficiencyGraph Classification | CodeCode Available | 1 |
| Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics | May 21, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Hi-GMAE: Hierarchical Graph Masked Autoencoders | May 17, 2024 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation | May 16, 2024 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | May 10, 2024 | DecoderGeneralization Bounds | CodeCode Available | 1 |
| Robust Collaborative Perception without External Localization and Clock Devices | May 5, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction | May 4, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network | May 3, 2024 | Graph Neural NetworkHeterogeneous Node Classification | CodeCode Available | 1 |
| Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND | Apr 26, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
