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1. Motif-aware curriculum learning for node classification NSTL国家科技图书文献中心
Cai, Xiaosha | Chen, Man-Sheng... - 《Neural Networks》 - 2025,184 - Article 107089~Article 107089 - 共13页
2. Data-free Knowledge Distillation based on GNN for Node Classification NSTL国家科技图书文献中心
Xinfeng Zeng | Tao Liu... - 《Database Systems for Advanced Applications,Part II》 - International Conference on Database Systems for Advanced Applications | International Workshop on Big Data Management and Service | International Workshop on Graph Data Management and Analysis | International Workshop on Big Data Quality Management | Workshop on Emerging Results inData Science and Engineering - 2025, - 243~258 - 共16页
3. Community-Hop: Enhancing Node Classification Through Community Preference NSTL国家科技图书文献中心
Ahmed Begga | Waqar Ali... - 《Structural,Syntactic,and Statistical Pattern Recognition》 - IAPR International Workshops on Structural and Syntactic Pattern Recognition | Statistical Techniques in Pattern Recognition - 2025, - 21~30 - 共10页
4. Label as Equilibrium: A performance booster for Graph Neural Networks on node classification NSTL国家科技图书文献中心
Luo, Yi | Luo, Guangchun... - 《Neural Networks》 - 2025,186 - Article 107284~Article 107284 - 共12页
5. SLRNode: node similarity-based leading relationship representation layer in graph neural networks for node classification NSTL国家科技图书文献中心
Fuchuan Xiang | Yao Xiao... - 《The Journal of Supercomputing》 - 2025,81(5) - 657.1~657.34 - 共34页
6. GraphDHV: Graph Neural Network with Dual Hybrid View on Imbalanced Node Classification NSTL国家科技图书文献中心
Longqing Du | Guangquan Lu... - 《Computing and Combinatorics,Part II》 - International Computing and Combinatorics Conference - 2025, - 502~513 - 共12页
7. Joint Graph Augmentation and Adaptive Synthetic Sampling for Imbalanced Node Classification NSTL国家科技图书文献中心
Guangquan Lu | Wanxin Chen... - 《Natural Language Processing and Chinese Computing,Part IV》 - CCF International Conference on Natural Language Processing and Chinese Computing - 2025, - 469~482 - 共14页
8. CDCGAN: Class Distribution-aware Conditional GAN-based minority augmentation for imbalanced node classification NSTL国家科技图书文献中心
Liu, Bojia | Zheng, Conghui... - 《Neural Networks》 - 2025,183 - Article 106933~Article 106933 - 共15页 - 被引量:1
9. Node classification in the heterophilic regime via diffusion-jump GNNs NSTL国家科技图书文献中心
Begga, Ahmed | Escolano, Francisco... - 《Neural Networks》 - 2025,181 - Article 106830~Article 106830 - 共12页
10. A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures NSTL国家科技图书文献中心
Hao Song | Jiacheng Yao... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 225~243 - 共19页
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