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Journal Articles
- 2022
[j3]John Shi
, José M. F. Moura:
Graph Signal Processing: Dualizing GSP Sampling in the Vertex and Spectral Domains. IEEE Trans. Signal Process. 70: 2883-2898 (2022)- 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) - 2003
- [j1]Simon X. Yang, Hao Li, John Shi:
Modeling of Supercritical Fluid Extraction by Neural Networks. Intell. Autom. Soft Comput. 9(1): 3-12 (2003)
Conference and Workshop Papers
- 2024
- [c14]John Shi, Shreyas Chaudhari, José M. F. Moura:
Graph Convolutional Neural Networks In The Companion Model. ICASSP 2024: 7045-7049 - [c13]John Shi, José M. F. Moura:
Graph Signal Processing: The 2D Companion Model. ICASSP 2024: 9806-9810 - [c12]John Shi, José M. F. Moura:
Sampling in the Graph Signal Processing Companion Model. SAM 2024: 1-5 - 2023
- [c11]John Shi, José M. F. Moura:
Extending DSP to Graph Signal Processing: The Companion Approach. ACSSC 2023: 335-339 - [c10]Farida Abdelmoneum, John Shi, José M. F. Moura:
Graph Classification via Simple Graph Based Features. ACSSC 2023: 583-587 - 2022
- [c9]John Shi, José M. F. Moura:
From DSP to GSP: Sampling in Both Domains. IEEECONF 2022: 240-245 - 2021
- [c8]Austin Lin, Wendy Summer, John Shi, Mark Cheung, José M. F. Moura:
Using Sparse Spectral Shifts in Graph CNNs. ACSCC 2021: 1536-1540 - 2020
- [c7]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 - [c6]John Shi, Mark Cheung, Wendy Summer, José M. F. Moura:
A Dual Approach to Graph CNNs. ACSSC 2020: 1467-1471 - 2019
- [c5]John Shi, José M. F. Moura:
Topics in Graph Signal Processing: Convolution and Modulation. ACSSC 2019: 457-461 - [c4]Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura:
Pooling in Graph Convolutional Neural Networks. ACSSC 2019: 462-466 - 2018
- [c3]John Shi, Mark Cheung, Jian Du, José M. F. Moura:
Classification with Vertex-Based Graph Convolutional Neural Networks. ACSSC 2018: 752-756 - [c2]Jian Du, John Shi, Soummya Kar, José M. F. Moura:
On Graph Convolution for Graph CNNs. DSW 2018: 239-243 - 2001
- [c1]Hao Li, Simon X. Yang, John Shi:
Modeling of supercritical fluid extraction by artificial neural networks. SMC 2001: 1542-1547
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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