Mark Cheung

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Gaussian Graphical Models

Graph Classification

Top Venues

Publications

Austin Lin, Wendy Summer, John Shi, Mark Cheung, José M. F. Moura
Using Sparse Spectral Shifts in Graph CNNs. ACSCC (2021)
Mark Cheung, José M. F. Moura
Graph Classification: Tradeoffs between Deep Neural Network Architecture and Graph Topology. ACSCC (2021)
Mark Cheung, José M. F. Moura
Graph Neural Networks for COVID-19 Drug Discovery. IEEE BigData (2020)
Lavender Yao Jiang, John Shi, Mark Cheung, Oren Wright, José M. F. Moura
Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification. ACSSC (2020)
Mark Cheung, John Shi, Oren Wright, Lavendar Y. Jiang, Xujin Liu, José M. F. Moura
Graph Signal Processing and Deep Learning: Convolution, Pooling, and Topology. IEEE Signal Process. Mag. 37 (6) (2020)
John Shi, Mark Cheung, Wendy Summer, José M. F. Moura
A Dual Approach to Graph CNNs. ACSSC (2020)
Lavender Yao Jiang, John Shi, Mark Cheung, Oren Wright, José M. F. Moura
Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification. CoRR (2020)
Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura
Pooling in Graph Convolutional Neural Networks. CoRR (2020)
Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura
Pooling in Graph Convolutional Neural Networks. ACSSC (2019)
John Shi, Mark Cheung, Jian Du, José M. F. Moura
Classification with Vertex-Based Graph Convolutional Neural Networks. ACSSC (2018)
Abhinav Maurya, Mark Cheung
Contrastive Structured Anomaly Detection for Gaussian Graphical Models. ASONAM (2018)
Robert C. Wu, Vivian Lo, Dante Morra, Brian M. Wong, Robert Sargeant, Ken Locke, Rodrigo Cavalcanti, Sherman D. Quan, Peter G. Rossos, Kim Tran, Mark Cheung
Research and applications: The intended and unintended consequences of communication systems on general internal medicine inpatient care delivery: a prospective observational case study of five teaching hospitals. J. Am. Medical Informatics Assoc. 20 (4) (2013)