Summary of Yoso: You-only-sample-once Via Compressed Sensing For Graph Neural Network Training, by Yi Li et al.
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Trainingby Yi Li, Zhichun Guo, Guanpeng…
Summary of Topology-aware Reinforcement Feature Space Reconstruction For Graph Data, by Wangyang Ying et al.
Topology-aware Reinforcement Feature Space Reconstruction for Graph Databy Wangyang Ying, Haoyue Bai, Kunpeng Liu, Yanjie…
Summary of Distributed-order Fractional Graph Operating Network, by Kai Zhao et al.
Distributed-Order Fractional Graph Operating Networkby Kai Zhao, Xuhao Li, Qiyu Kang, Feng Ji, Qinxu Ding,…
Summary of Exploiting the Structure Of Two Graphs with Graph Neural Networks, by Victor M. Tenorio and Antonio G. Marques
Exploiting the Structure of Two Graphs with Graph Neural Networksby Victor M. Tenorio, Antonio G.…
Summary of Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing For Scalable Longitudinal Data Imputation, by Zhaoyang Zhang et al.
Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputationby Zhaoyang Zhang,…
Summary of Higher-order Gnns Meet Efficiency: Sparse Sobolev Graph Neural Networks, by Jhony H. Giraldo et al.
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networksby Jhony H. Giraldo, Aref Einizade, Andjela…
Summary of Comfairgnn: Community Fair Graph Neural Network, by Yonas Sium et al.
ComFairGNN: Community Fair Graph Neural Networkby Yonas Sium, Qi LiFirst submitted to arxiv on: 7…
Summary of Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach, by Hanyang Yuan et al.
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approachby Hanyang Yuan,…
Summary of Graph Neural Networks with Coarse- and Fine-grained Division For Mitigating Label Sparsity and Noise, by Shuangjie Li et al.
Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noiseby Shuangjie…
Summary of Beyond Grid Data: Exploring Graph Neural Networks For Earth Observation, by Shan Zhao et al.
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observationby Shan Zhao, Zhaiyu Chen, Zhitong…