The syndromes of lung cancer and compatibility of medicine in Traditional Chinese Medicine science treatment based on Clustering Algorithm. - Miao Wang; Mengying Wang; Dongyi Wang; Shiyu Duan; Yisheng Wang; Yanjun Huang; Huiliang Shang (BIBM, 2015)

Learning Multiple Levels of Representations with Kernel Machines. - Shiyu Duan; Yunmei Chen; José C. Príncipe (CoRR, 2018)

JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression. - Shiyu Duan; Huaijin G. Chen; Jinwei Gu (CoRR, 2020)

On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. - Shiyu Duan; Shujian Yu; Yunmei Chen; José C. Príncipe (Neural Comput., 2020)

Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey. - Shiyu Duan; José C. Príncipe (CoRR, 2021)

Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels. - Shiyu Duan; José C. Príncipe (CoRR, 2021)

Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods. - Shiyu Duan; José C. Príncipe (IEEE Comput. Intell. Mag., 2022)

JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression. - Shiyu Duan; Huaijin G. Chen; Jinwei Gu (IEEE Trans. Image Process., 2022)

Modularizing Deep Learning via Pairwise Learning With Kernels. - Shiyu Duan; Shujian Yu; José C. Príncipe (IEEE Trans. Neural Networks Learn. Syst., 2022)

Labels, Information, and Computation: Efficient Learning Using Sufficient Labels. - Shiyu Duan; Spencer Chang; José C. Príncipe (J. Mach. Learn. Res., 2023)

Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm. - Shiyu Duan; Runsheng Zhang; Mengmeng Chen; Ziyi Wang; Shixiao Wang (CoRR, 2024)

Emotion-Aware Interaction Design in Intelligent User Interface Using Multi-Modal Deep Learning. - Shiyu Duan; Ziyi Wang; Shixiao Wang; Mengmeng Chen; Runsheng Zhang (CoRR, 2024)

Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders. - Runsheng Zhang; Shixiao Wang; Tianfang Xie; Shiyu Duan; Mengmeng Chen (CoRR, 2024)