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Sitan Li
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 7
Top Topics
Theoretical Framework
Primal Sketch
Convolutional Neural Networks
Achieving High Accuracy
Top Venues
IEEE Access
ICNP
IEEE Control. Syst. Lett.
IECON
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Publications
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Sitan Li
,
Chien Chern Cheah
An Analytic End-to-End Deep Learning Algorithm based on Collaborative Learning.
CoRR
(2023)
Jin Ye
,
Yuanchao Shan
,
Wenlu Zhang
,
Lin Li
,
Sitan Li
,
Jing Shao
,
Jiawei Huang
Achieving High Accuracy and Fast Speed for Sketch Compression.
ICC
(2023)
Sitan Li
,
Chien Chern Cheah
Transfer Learning Algorithm for Image Classification Task and its Convergence Analysis.
IECON
(2023)
Sitan Li
,
Chien Chern Cheah
An Analytic End-to-End Collaborative Deep Learning Algorithm.
IEEE Control. Syst. Lett.
7 (2023)
Sitan Li
,
Huu-Thiet Nguyen
,
Chien Chern Cheah
A Theoretical Framework for End-to-End Learning of Deep Neural Networks With Applications to Robotics.
IEEE Access
11 (2023)
Sitan Li
,
Jiawei Huang
,
Wenlu Zhang
,
Jing Shao
PA-Sketch: A Fast and Accurate Sketch for Differentiated Flow Estimation.
ICNP
(2023)
Huu-Thiet Nguyen
,
Sitan Li
,
Chien Chern Cheah
A Layer-Wise Theoretical Framework for Deep Learning of Convolutional Neural Networks.
IEEE Access
10 (2022)