Concepedia

Songyang Zhang

SZ

15

Publications

413

Citations

12

H-Index

2013

Active since

Affiliations

University of California, Davis(Current)

Chinese University of Hong Kong, Shenzhen

Shenzhen Research Institute of Big Data

University of Louisiana at Lafayette

Johns Hopkins University Applied Physics Laboratory

Songyang Zhang is an author at University of California, Davis specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceImage AnalysisComputer ScienceGraph TheoryMachine VisionComputer VisionGraph ProcessingPattern RecognitionLocalization

Publications per year

2013–2024

15

Publications

15

RME-GAN: A Learning Framework for Radio Map Estimation Based on Conditional Generative Adversarial Network

Songyang Zhang, Achintha Wijesinghe, Zhi Ding · IEEE Internet of Things Journal · 2023 · 98 citations

Radio Map, Data Augmentation, Radio Map Estimation +15

Hypergraph Spectral Analysis and Processing in 3D Point Cloud

Songyang Zhang, Shuguang Cui, Zhi Ding · IEEE Transactions on Image Processing · 2020 · 58 citations · Full text

A dynamic adaptive radial basis function approach for total organic carbon content prediction in organic shale

Maojin Tan, Qiong Liu, Songyang Zhang · Geophysics · 2013 · 55 citations

LatentGNN: Learning Efficient Non-local Relations for Visual Recognition

Songyang Zhang, Shipeng Yan, Xuming He · International Conference on Machine Learning · 2019 · 31 citations

Convolutional Neural Network, Graph Representation Learning, Machine Learning +17

Hypergraph Spectral Clustering for Point Cloud Segmentation

Songyang Zhang, Shuguang Cui, Zhi Ding · IEEE Signal Processing Letters · 2020 · 29 citations

Geometric Modeling, Cluster Computing, Point Cloud Coordinates +15

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