A wearable sensor system for knee adduction moment measurement. - Yang Shen; Tao Liu 006; Qingguo Li; Jingang Yi; Xiaoyu Xie; Bo Wen; Yoshio Inoue (RCAR, 2016)

A Two-stage Classification Method for High-dimensional Data and Point Clouds. - Xiaohao Cai; Raymond H. Chan; Xiaoyu Xie; Tieyong Zeng (CoRR, 2019)

Fatigue Load Spectrum of Highway Bridge Vehicles in Plateau Mountainous Area Based on Wireless Sensing. - Rui Li 074; Xiaoyu Xie; Xueyan Duan (Mob. Inf. Syst., 2021)

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process. - Yangfan Li; Satyajit Mojumder; Ye Lu; Abdullah Al Amin; Jiachen Guo; Xiaoyu Xie; Wei Chen 041; Gregory J. Wagner; Jian Cao; Wing Kam Liu (CoRR, 2023)

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science. - Tianju Xue; Shuheng Liao; Zhengtao Gan; Chanwook Park; Xiaoyu Xie; Wing Kam Liu; Jian Cao (Comput. Phys. Commun., 2023)

A Hybrid CNN-LSTM Architecture for Enhanced Music Genre Classification. - Xiaoyu Xie (ICMLCA, 2024)

US-Net: U-shaped network with Convolutional Attention Mechanism for ultrasound medical images. - Xiaoyu Xie; Pingping Liu; Yijun Lang; Zhenjie Guo; Zhongxi Yang; Yuhao Zhao (Comput. Graph., 2024)

Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularization. - Xiaoyu Xie; Saviz Mowlavi; Mouhacine Benosman (CoRR, 2024)

Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration. - Chanwook Park; Sourav Saha; Jiachen Guo; Xiaoyu Xie; Satyajit Mojumder; Miguel A. Bessa; Dong Qian; Wei Chen 041; Gregory J. Wagner; Jian Cao; Wing Kam Liu (CoRR, 2024)

Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems. - Jiachen Guo; Chanwook Park; Xiaoyu Xie; Zhongsheng Sang; Gregory J. Wagner; Wing Kam Liu (CoRR, 2024)

Peptide Sequence Tag Extraction by Graph Convolution Neural Networks. - Xinye Bian; Dongmei Xie; di Zhang; Xiaoyu Xie; Yuyue Feng; Piyu Zhou; Changjiu He; Mingming Lv; Haipeng Wang (Scalable Comput. Pract. Exp., 2025)

How do learners' content network characteristics evolve in cMOOC from the perspective of clustering and comparing learners? - Yujuan Guo; Luoying Huang; Xiaoyu Xie (Interact. Learn. Environ., 2025)

Interpolation Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems. - Jiachen Guo; Xiaoyu Xie; Chanwook Park; Hantao Zhang; Matthew Politis; Gino Domel; Thomas J. R. Hughes; Wing Kam Liu (CoRR, 2025)