John Shi

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 16

Top Topics

Graph Classification

Signal Processing

Top Venues

Publications

John Shi, José M. F. Moura
Graph Signal Processing: The 2D Companion Model. ICASSP (2024)
John Shi, Shreyas Chaudhari, José M. F. Moura
Graph Convolutional Neural Networks In The Companion Model. ICASSP (2024)
Farida Abdelmoneum, John Shi, José M. F. Moura
Graph Classification via Simple Graph Based Features. ACSSC (2023)
John Shi, José M. F. Moura
Extending DSP to Graph Signal Processing: The Companion Approach. ACSSC (2023)
John Shi, José M. F. Moura
Graph Signal Processing: Dualizing GSP Sampling in the Vertex and Spectral Domains. IEEE Trans. Signal Process. 70 (2022)
John Shi, José M. F. Moura
From DSP to GSP: Sampling in Both Domains. IEEECONF (2022)
Austin Lin, Wendy Summer, John Shi, Mark Cheung, José M. F. Moura
Using Sparse Spectral Shifts in Graph CNNs. ACSCC (2021)
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)
John Shi, José M. F. Moura
Topics in Graph Signal Processing: Convolution and Modulation. ACSSC (2019)
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)
Jian Du, John Shi, Soummya Kar, José M. F. Moura
On Graph Convolution for Graph CNNs. DSW (2018)
Simon X. Yang, Hao Li, John Shi
Modeling of Supercritical Fluid Extraction by Neural Networks. Intell. Autom. Soft Comput. 9 (1) (2003)
Hao Li, Simon X. Yang, John Shi
Modeling of supercritical fluid extraction by artificial neural networks. SMC (2001)