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Siyu Qi
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 9
Top Topics
Multimedia
Deep Learning
Unlabeled Data
Convolution Kernel
Top Venues
CoRR
Comput. Biol. Medicine
ICIP
IEEE Internet Things J.
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Publications
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Siyu Qi
,
Achintha Wijesinghe
,
Lahiru D. Chamain
,
Zhi Ding
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification.
CoRR
(2023)
Cheng Chen
,
Kangneng Zhou
,
Siyu Qi
,
Tong Lu
,
Ruoxiu Xiao
A learnable Gabor Convolution kernel for vessel segmentation.
Comput. Biol. Medicine
158 (2023)
Achintha Wijesinghe
,
Songyang Zhang
,
Siyu Qi
,
Zhi Ding
UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data.
CoRR
(2023)
Hongyu Chen
,
Mingan Yu
,
Cheng Chen
,
Kangneng Zhou
,
Siyu Qi
,
Yunqing Chen
,
Ruoxiu Xiao
FDE-net: Frequency-domain enhancement network using dynamic-scale dilated convolution for thyroid nodule segmentation.
Comput. Biol. Medicine
153 (2023)
Siyu Qi
,
Lahiru D. Chamain
,
Zhi Ding
Hierarchical Training for Distributed Deep Learning Based on Multimedia Data over Band-Limited Networks.
ICIP
(2022)
Lahiru D. Chamain
,
Siyu Qi
,
Zhi Ding
End-to-End Image Classification and Compression With Variational Autoencoders.
IEEE Internet Things J.
9 (21) (2022)
Lahiru D. Chamain
,
Siyu Qi
,
Zhi Ding
An End-to-End Learning Architecture for Efficient Image Encoding and Deep Learning.
EUSIPCO
(2021)
Hui-Ying Siao
,
Siyu Qi
,
Zhi Ding
,
Chia-Yu Lin
,
Yu-Chiang Hsieh
,
Tse-Ming Chen
Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images.
CoRR
(2021)
Siyu Qi
,
Shuopeng Li
,
Shaofu Lin
,
Mohand Yazid Saidi
,
Ken Chen
Energy-Efficient VNF Deployment for Graph-Structured SFC Based on Graph Neural Network and Constrained Deep Reinforcement Learning.
APNOMS
(2021)