Concepedia

Siheng Chen

SC

96

Publications

8.1K

Citations

41

H-Index

2013

Active since

Affiliations

Shanghai Jiao Tong University(Current)

Carnegie Mellon University

Shandong Jiaotong University

Shanghai Artificial Intelligence Laboratory

Mitsubishi Electric (United States)

Siheng Chen is an author at Shanghai Jiao Tong University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningComputer VisionMachine VisionRobot LearningImage AnalysisGraph Theory

Publications per year

2013–2025

96

Publications

96

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

Maosen Li, Siheng Chen, Xu Chen et al. · 2019 · 1.2K citations

Geometric Learning, Engineering, Machine Learning +19

Discrete Signal Processing on Graphs: Sampling Theory

Siheng Chen, Rohan Varma, Aliaksei Sandryhaila et al. · IEEE Transactions on Signal Processing · 2015 · 658 citations · Full text

Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction

Maosen Li, Siheng Chen, Yangheng Zhao et al. · 2020 · 357 citations

Geometric Learning, Learned Multiscale Graphs, Engineering +25

Synthesis of a mixed valence state Ce-MOF as an oxidase mimetic for the colorimetric detection of biothiols

Yuhao Xiong, Siheng Chen, Fanggui Ye et al. · Chemical Communications · 2015 · 351 citations

Bioorganic Chemistry, Engineering, Colorimetric Detection +16

Signal Recovery on Graphs: Variation Minimization

Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura et al. · IEEE Transactions on Signal Processing · 2015 · 294 citations · Full text

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