Siyu Qi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Image Classification

Learning Frameworks

Top Venues

Comput. Biol. Medicine

Publications

Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding
UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled Data. ICC Workshops (2024)
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)