{"total":17,"rows":[{"id":"2305.06587","title":"Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting","created":"2023-05-11","cited_by_count":8,"area":null},{"id":"2404.07941","title":"SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning","created":"2024-03-11","cited_by_count":8,"area":null},{"id":"2306.02285","title":"Clarify Confused Nodes via Separated Learning","created":"2023-06-04","cited_by_count":5,"area":null},{"id":"2404.04559","title":"Spectral GNN via Two-dimensional (2-D) Graph Convolution","created":"2024-04-06","cited_by_count":3,"area":null},{"id":"2409.09888","title":"Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning","created":"2024-09-15","cited_by_count":3,"area":null},{"id":"2603.13340","title":"Complementarity-Supervised Spectral-Band Routing for Multimodal Emotion Recognition","created":"2026-03-07","cited_by_count":3,"area":null},{"id":"2504.15920","title":"ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion","created":"2025-04-22","cited_by_count":2,"area":null},{"id":"2505.00946","title":"Addressing Noise and Stochasticity in Fraud Detection for Service Networks","created":"2025-05-02","cited_by_count":2,"area":null},{"id":"2505.23014","title":"Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2504.09493","title":"Federated Prototype Graph Learning","created":"2025-04-13","cited_by_count":1,"area":null},{"id":"2505.04808","title":"Piecewise Constant Spectral Graph Neural Network","created":"2025-05-07","cited_by_count":1,"area":null},{"id":"2409.00338","title":"GSpect: Spectral Filtering for Cross-Scale Graph Classification","created":"2024-08-31","cited_by_count":0,"area":null},{"id":"2502.11505","title":"Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin","created":"2025-02-17","cited_by_count":0,"area":null},{"id":"2509.14722","title":"Towards Pre-trained Graph Condensation via Optimal Transport","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2606.01660","title":"Gate the Filter, Not the Message: Node-Channel Mixtures for Pre-Propagation GNNs","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2606.12867","title":"SMGFM: Spectral Multimodal Graph Pretraining for Multimodal-Attributed Graphs","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2608.27144","title":"Feature Transformation Enhanced Jacobi Polynomial Graph Filtering for Graph Anomaly Detection","created":"2026-08-27","cited_by_count":0,"area":null}],"next_cursor":null}