Shiyu Duan

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Less Conservative H
IEEE Trans Autom. Sci. Eng.
Haotian Liu, Shiyu Duan, Guilin Zhang
2024 J jnl
Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders.
CoRR
Runsheng Zhang, Shixiao Wang, Tianfang Xie, Shiyu Duan, Mengmeng Chen
2024 J jnl
Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm.
CoRR
Shiyu Duan, Runsheng Zhang, Mengmeng Chen, Ziyi Wang, Shixiao Wang
2024 J jnl
Emotion-Aware Interaction Design in Intelligent User Interface Using Multi-Modal Deep Learning.
CoRR
Shiyu Duan, Ziyi Wang, Shixiao Wang, Mengmeng Chen, Runsheng Zhang
2023 J jnl
Labels, Information, and Computation: Efficient Learning Using Sufficient Labels.
J. Mach. Learn. Res.
Shiyu Duan, Spencer Chang, José C. Príncipe
2022 J jnl
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression.
IEEE Trans. Image Process.
Shiyu Duan, Huaijin G. Chen, Jinwei Gu
2022 J jnl
Modularizing Deep Learning via Pairwise Learning With Kernels.
IEEE Trans. Neural Networks Learn. Syst.
Shiyu Duan, Shujian Yu, José C. Príncipe
2022 J jnl
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods.
IEEE Comput. Intell. Mag.
Shiyu Duan, José C. Príncipe
2021 J jnl
Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels.
CoRR
Shiyu Duan, José C. Príncipe
2021 J jnl
Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey.
CoRR
Shiyu Duan, José C. Príncipe
2020 J jnl
JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression.
CoRR
Shiyu Duan, Huaijin G. Chen, Jinwei Gu
2020 J jnl
Modularizing Deep Learning via Pairwise Learning With Kernels.
CoRR
Shiyu Duan, Shujian Yu, José C. Príncipe
2020 J jnl
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.
Neural Comput.
Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe
2018 J jnl
Learning Multiple Levels of Representations with Kernel Machines.
CoRR
Shiyu Duan, Yunmei Chen, José C. Príncipe
2015 — conf
The syndromes of lung cancer and compatibility of medicine in Traditional Chinese Medicine science treatment based on Clustering Algorithm.
BIBM
Miao Wang, Mengying Wang, Dongyi Wang, Shiyu Duan, Yisheng Wang, Yanjun Huang, Huiliang Shang