Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputationby Zhaoyang Zhang,…
Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graphby Zhaoyang Zhang, Hongtu…
Cybercrime Prediction via Geographically Weighted Learningby Muhammad Al-Zafar Khan, Jamal Al-Karaki, Emad MahafzahFirst submitted to…
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networksby Jhony H. Giraldo, Aref Einizade, Andjela…
ComFairGNN: Community Fair Graph Neural Networkby Yonas Sium, Qi LiFirst submitted to arxiv on: 7…
Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Predictionby Zesheng Liu, Maryam RahnemoonfarFirst…
Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noiseby Shuangjie…
Graph-based Confidence Calibration for Large Language Modelsby Yukun Li, Sijia Wang, Lifu Huang, Li-Ping LiuFirst…
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesisby Xiwen Chen, Sayed…
A General Recipe for Contractive Graph Neural Networks – Technical Reportby Maya Bechler-Speicher, Moshe EliasofFirst…