"graph learning" Papers
10 papers found
Conference
Aeolus: A Multi-structural Flight Delay Dataset
Lin Xu, Xinyun Yuan, Yuxuan Liang et al.
NEURIPS 2025oralarXiv:2510.26616
A Simple Graph Contrastive Learning Framework for Short Text Classification
Yonghao Liu, Fausto Giunchiglia, Lan Huang et al.
AAAI 2025paperarXiv:2501.09219
5
citations
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
Yonghao Liu, Mengyu Li, Wei Pang et al.
AAAI 2025paperarXiv:2501.09214
6
citations
Neural Fractional Attention Differential Equations
Qiyu Kang, Wenjun Cui, Xuhao Li et al.
NEURIPS 2025oral
On Logic-based Self-Explainable Graph Neural Networks
Alessio Ragno, Marc Plantevit, Céline Robardet
NEURIPS 2025
A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction
Wenshuo Chao, Zhaopeng Qiu, Likang Wu et al.
AAAI 2024paperarXiv:2401.17838
6
citations
Class-Imbalanced Graph Learning without Class Rebalancing
Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.
ICML 2024arXiv:2308.14181
31
citations
Deep Contrastive Graph Learning with Clustering-Oriented Guidance
Mulin Chen, Bocheng Wang, Xuelong Li
AAAI 2024paperarXiv:2402.16012
31
citations
LGMRec: Local and Global Graph Learning for Multimodal Recommendation
Zhiqiang Guo, Jianjun Li, Guohui Li et al.
AAAI 2024paperarXiv:2312.16400
120
citations
Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency
Alan Amin, Andrew Wilson
ICML 2024arXiv:2406.09177
3
citations