Physical Sciences › Computer Science › Artificial Intelligence
Advanced Graph Neural Networks
2 015 papiers indexés
Ce sujet et sa hiérarchie proviennent de la classification OpenAlex, le catalogue ouvert de la recherche scientifique mondiale.
Volume mensuel — 12 derniers mois
Derniers papiers
- Preference-driven Knowledge Distillation for Few-shot Node Classification
Xing Wei, Chunchun Chen, Rui Fan, Xiaofeng Cao, Sourav Medya, Wei Ye · 27 octobre 2025
- Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
Ali Hariri, \'Alvaro Arroyo, Alessio Gravina, Moshe Eliasof, Carola-Bibiane Sch\"onlieb, Davide Bacciu, Kamyar Azizzadenesheli, Xiaowen Dong, Pierre Vandergheynst · 27 octobre 2025
- On Transferring Transferability: Towards a Theory for Size Generalization
Eitan Levin, Yuxin Ma, Mateo D\'iaz, Soledad Villar · 27 octobre 2025
- Graph Data Selection for Domain Adaptation: A Model-Free Approach
Ting-Wei Li, Ruizhong Qiu, Hanghang Tong · 27 octobre 2025
- Graph Neural Network Based Action Ranking for Planning
Rajesh Mangannavar, Stefan Lee, Alan Fern, Prasad Tadepalli · 27 octobre 2025
- Leveraging Classical Algorithms for Graph Neural Networks
Jason Wu, Petar Veli\v{c}kovi\'c · 27 octobre 2025
- Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
Chaewoon Bae, Doyun Choi, Jaehyun Lee, Jaemin Yoo · 27 octobre 2025
- Relieving the Over-Aggregating Effect in Graph Transformers
Junshu Sun, Wanxing Chang, Chenxue Yang, Qingming Huang, Shuhui Wang · 27 octobre 2025
- Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization
Yunlong Chu, Minglai Shao, Zengyi Wo, Bing Hao, Yuhang Liu, Ruijie Wang, Jianxin Li · 27 octobre 2025