Xiaoyu Xie

19 papers A* 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CART: A traceable zero-shot planning framework for large language models with adaptive replanning.
Knowl. Based Syst.
Junyang Liu, Wenning Hao, Kai Cheng, Gang Chen, Xiaoyu Xie
2026 — conf
HIHOBOT PLAYING THE TRUMPET: A Robot for Respiratory Training and Powder Drug Inhalation Monitor for Children with Asthma.
CHI Extended Abstracts
Xiaoyu Xie, Haofan He, Yixian Lan, Suya Zhang
2025 J jnl
A Tutorial on Dimensionless Learning: Geometric Interpretation and the Effect of Noise.
CoRR
Zhengtao Gan, Xiaoyu Xie
2025 J jnl
Dynamic multi-objective optimization control for wastewater treatment process under various operating conditions.
Int. J. Mach. Learn. Cybern.
Xin Deng, Xiaoyu Xie, Linyu Huang, Qian Ning
2025 J jnl
How do learners' content network characteristics evolve in cMOOC from the perspective of clustering and comparing learners?
Interact. Learn. Environ.
Yujuan Guo, Luoying Huang, Xiaoyu Xie
2025 A* conf
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems.
ICML
Jiachen Guo, Xiaoyu Xie, Chanwook Park, Hantao Zhang, Matthew Politis, Gino Domel, Wing Kam Liu
2025 J jnl
Interpolation Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems.
CoRR
Jiachen Guo, Xiaoyu Xie, Chanwook Park, Hantao Zhang, Matthew Politis, Gino Domel, Thomas J. R. Hughes, Wing Kam Liu
2025 J jnl
Peptide Sequence Tag Extraction by Graph Convolution Neural Networks.
Scalable Comput. Pract. Exp.
Xinye Bian, Dongmei Xie, Di Zhang, Xiaoyu Xie, Yuyue Feng, Piyu Zhou, Changjiu He, Mingming Lv, Haipeng Wang
2024 — conf
A Hybrid CNN-LSTM Architecture for Enhanced Music Genre Classification.
ICMLCA
Xiaoyu Xie
2024 J jnl
Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems.
CoRR
Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu
2024 J jnl
Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration.
CoRR
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
2024 J jnl
Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularization.
CoRR
Xiaoyu Xie, Saviz Mowlavi, Mouhacine Benosman
2024 J jnl
US-Net: U-shaped network with Convolutional Attention Mechanism for ultrasound medical images.
Comput. Graph.
Xiaoyu Xie, Pingping Liu, Yijun Lang, Zhenjie Guo, Zhongxi Yang, Yuhao Zhao
2023 J jnl
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science.
Comput. Phys. Commun.
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
2023 J jnl
Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process.
CoRR
Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
2022 J jnl
JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science.
CoRR
Tianju Xue, Shuheng Liao, Zhengtao Gan, Chanwook Park, Xiaoyu Xie, Wing Kam Liu, Jian Cao
2021 J jnl
Fatigue Load Spectrum of Highway Bridge Vehicles in Plateau Mountainous Area Based on Wireless Sensing.
Mob. Inf. Syst.
Rui Li, Xiaoyu Xie, Xueyan Duan
2019 J jnl
A Two-stage Classification Method for High-dimensional Data and Point Clouds.
CoRR
Xiaohao Cai, Raymond H. Chan, Xiaoyu Xie, Tieyong Zeng
2016 — conf
A wearable sensor system for knee adduction moment measurement.
RCAR
Yang Shen, Tao Liu, Qingguo Li, Jingang Yi, Xiaoyu Xie, Bo Wen, Yoshio Inoue