Chen Cai

Identifying novel factors associated with COVID-19 transmission and fatality using the machine learning approach

Mengyuan Li, Zhilan Zhang, Wenxiu Cao et al. · The Science of The Total Environment · 2020 · 101 citations · Full text

Novel Factors, Machine Learning Approach, Predictive Analytics +9

A Note on Over-Smoothing for Graph Neural Networks

Chen Cai, Yusu Wang · arXiv (Cornell University) · 2020 · 95 citations · Full text

Geometric Learning, Graph Neural Networks, Engineering +12

A simple yet effective baseline for non-attributed graph classification

Chen Cai, Yusu Wang · arXiv (Cornell University) · 2018 · 42 citations · Full text

Engineering, Machine Learning, Network Analysis +16

EQUIVARIANT GEOMETRIC LEARNING FOR DIGITAL ROCK PHYSICS: ESTIMATING FORMATION FACTOR AND EFFECTIVE PERMEABILITY TENSORS FROM MORSE GRAPH

Chen Cai, Nikolaos N. Vlassis, Lucas Magee et al. · International Journal for Multiscale Computational Engineering · 2022 · 15 citations

Geometric Learning, Convolutional Neural Network, Engineering +22

Graph Coarsening with Neural Networks

Chen Cai, Dingkang Wang, Yusu Wang · arXiv (Cornell University) · 2021 · 13 citations · Full text

Geometric Learning, Graph Neural Network, Graph Representation Learning +14