Summary of Catgnn: Cost-efficient and Scalable Distributed Training For Graph Neural Networks, by Xin Huang et al.
CATGNN: Cost-Efficient and Scalable Distributed Training for Graph Neural Networksby Xin Huang, Weipeng Zhuo, Minh…
Summary of Virtual Sensor For Real-time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks, by Mengjie Zhao et al.
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networksby Mengjie Zhao,…
Summary of On Size and Hardness Generalization in Unsupervised Learning For the Travelling Salesman Problem, by Yimeng Min et al.
On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problemby Yimeng Min,…
Summary of A Review Of Graph Neural Networks in Epidemic Modeling, by Zewen Liu et al.
A Review of Graph Neural Networks in Epidemic Modelingby Zewen Liu, Guancheng Wan, B. Aditya…
Summary of Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (ema) Forecasting, by Mandani Ntekouli et al.
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecastingby Mandani Ntekouli, Gerasimos Spanakis,…
Summary of Genet: a Graph Neural Network-based Anti-noise Task-oriented Semantic Communication Paradigm, by Chunhang Zheng et al.
GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigmby Chunhang Zheng, Kechao CaiFirst submitted…
Summary of Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-based Approach with Novel Metrics, by Jane Downer et al.
Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metricsby Jane…
Summary of Learn From Heterophily: Heterophilous Information-enhanced Graph Neural Network, by Yilun Zheng et al.
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Networkby Yilun Zheng, Jiahao Xu, Lihui ChenFirst submitted…
Summary of Variational Graph Auto-encoder Based Inductive Learning Method For Semi-supervised Classification, by Hanxuan Yang et al.
Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classificationby Hanxuan Yang, Zhaoxin Yu, Qingchao…
Summary of El-mlffs: Ensemble Learning Of Machine Leaning Force Fields, by Bangchen Yin et al.
EL-MLFFs: Ensemble Learning of Machine Leaning Force Fieldsby Bangchen Yin, Yue Yin, Yuda W. Tang,…