Xiaoyu Xie

According to our database, Xiaoyu Xie authored at least 13 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, March, 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., January, 2025

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

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

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, Gregory J. Wagner, Jian Cao, Wing Kam Liu

CoRR, 2024

Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularization.

Xiaoyu Xie, Saviz Mowlavi, Mouhacine Benosman

CoRR, 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

A Hybrid CNN-LSTM Architecture for Enhanced Music Genre Classification.

Xiaoyu Xie

Proceedings of the 5th International Conference on Machine Learning and Computer Application, 2024

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., October, 2023

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, Gregory J. Wagner, Jian Cao, Wing Kam Liu

CoRR, 2023

2021

Fatigue Load Spectrum of Highway Bridge Vehicles in Plateau Mountainous Area Based on Wireless Sensing.

Rui Li, Xiaoyu Xie, Xueyan Duan

Mob. Inf. Syst., 2021

2019

A Two-stage Classification Method for High-dimensional Data and Point Clouds.

Xiaohao Cai, Raymond H. Chan, Xiaoyu Xie, Tieyong Zeng

CoRR, 2019

2016

A wearable sensor system for knee adduction moment measurement.

Yang Shen, Tao Liu, Qingguo Li, Jingang Yi, Xiaoyu Xie, Bo Wen, Yoshio Inoue

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2016