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Journal Articles
- 2020
[j2]Mark Cheung
, John Shi, Oren Wright, Lavender Yao Jiang, Xujin Liu, José M. F. Moura:
Graph Signal Processing and Deep Learning: Convolution, Pooling, and Topology. IEEE Signal Process. Mag. 37(6): 139-149 (2020)- 2013
- [j1]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): 766-777 (2013)
Conference and Workshop Papers
- 2021
- [c8]Mark Cheung, José M. F. Moura:
Graph Classification: Tradeoffs between Deep Neural Network Architecture and Graph Topology. ACSCC 2021: 454-458 - [c7]Austin Lin, Wendy Summer, John Shi, Mark Cheung, José M. F. Moura:
Using Sparse Spectral Shifts in Graph CNNs. ACSCC 2021: 1536-1540 - 2020
- [c6]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: 746-750 - [c5]John Shi, Mark Cheung, Wendy Summer, José M. F. Moura:
A Dual Approach to Graph CNNs. ACSSC 2020: 1467-1471 - [c4]Mark Cheung, José M. F. Moura:
Graph Neural Networks for COVID-19 Drug Discovery. IEEE BigData 2020: 5646-5648 - 2019
- [c3]Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura:
Pooling in Graph Convolutional Neural Networks. ACSSC 2019: 462-466 - 2018
- [c2]John Shi, Mark Cheung, Jian Du, José M. F. Moura:
Classification with Vertex-Based Graph Convolutional Neural Networks. ACSSC 2018: 752-756 - [c1]Abhinav Maurya, Mark Cheung:
Contrastive Structured Anomaly Detection for Gaussian Graphical Models. ASONAM 2018: 736-739
Informal and Other Publications
- 2020
- [i2]Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura:
Pooling in Graph Convolutional Neural Networks. CoRR abs/2004.03519 (2020) - [i1]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 abs/2012.08698 (2020)
Coauthor Index
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