Shixin Xu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Gradient Boosting

Chemical Reactions

Image Magnification

Top Venues

J. Comput. Phys.

Pattern Recognit.

SIAM J. Numer. Anal.

Publications

Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow
Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models. CoRR (2024)
Shixin Xu, Zhiliang Xu
Local Discontinuous Galerkin Methods for Solving Convection-Diffusion and Cahn-Hilliard Equations on Surfaces. CoRR (2024)
Jiaqi Luo, Yuan Yuan, Shixin Xu
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss Functions. CoRR (2024)
Jiaqi Luo, Shixin Xu
NCART: Neural Classification and Regression Tree for tabular data. Pattern Recognit. 154 (2024)
Yuzhe Qin, Huaxiong Huang, Zilong Song, Shixin Xu
A phase field model for droplets suspended in viscous liquids under the influence of electric fields. CoRR (2023)
Shixin Xu, Robert Eisenberg, Zilong Song, Huaxiong Huang
Mathematical Model for Chemical Reactions in Electrolytes Applied to Cytochrome c Oxidase: An Electro-Osmotic Approach. Comput. 11 (12) (2023)
Jiaqi Luo, Zihao Wei, Junkai Man, Shixin Xu
TRBoost: a generic gradient boosting machine based on trust-region method. Appl. Intell. 53 (22) (2023)
Jiaqi Luo, Yuedong Quan, Shixin Xu
Robust-GBDT: A Novel Gradient Boosting Model for Noise-Robust Classification. CoRR (2023)
Jiaqi Luo, Shixin Xu
NCART: Neural Classification and Regression Tree for Tabular Data. CoRR (2023)
Jiaqi Luo, Zihao Wei, Junkai Man, Shixin Xu
TRBoost: A Generic Gradient Boosting Machine based on Trust-region Method. CoRR (2022)
Lingyue Shen, Zhiliang Xu, Ping Lin, Huaxiong Huang, Shixin Xu
An Energy Stable $C^0$ Finite Element Scheme for A Phase-Field Model of Vesicle Motion and Deformation. SIAM J. Sci. Comput. 44 (1) (2022)
Lingyue Shen, Ping Lin, Zhiliang Xu, Shixin Xu
Thermodynamically Consistent Diffuse Interface Model for Cell Adhesion and Aggregation. CoRR (2022)
Yihao Hu, Tong Zhao, Shixin Xu, Lizhen Lin, Zhiliang Xu
Neural-PDE: a RNN based neural network for solving time dependent PDEs. Commun. Inf. Syst. 22 (2) (2022)
Yuzhe Qin, Huaxiong Huang, Yi Zhu, Chun Liu, Shixin Xu
A phase field model for mass transport with semi-permeable interfaces. J. Comput. Phys. 464 (2022)
Yuzhe Qin, Huaxiong Huang, Yi Zhu, Chun Liu, Shixin Xu
A phase field model for mass transport with semi-permeable interfaces. CoRR (2021)
Junjie Liu, Yiyang Sun, Jing Ma, Jiachen Tu, Yuhui Deng, Ping He, Huaxiong Huang, Xiaoshuang Zhou, Shixin Xu
Analysis and classification of main risk factors causing stroke in Shanxi Province. CoRR (2021)
Jing Ma, Yiyang Sun, Junjie Liu, Huaxiong Huang, Xiaoshuang Zhou, Shixin Xu
Multi-objective optimization and explanation for stroke risk assessment in Shanxi province. CoRR (2021)
Shixin Xu
Association Rule Model of On-demand Lending Recommendation for University Library. Informatica (Slovenia) 44 (3) (2020)
Lingyue Shen, Huaxiong Huang, Ping Lin, Zilong Song, Shixin Xu
finite element scheme for a quasi-incompressible phase-field model of moving contact line with variable density. J. Comput. Phys. 405 (2020)
Lingyue Shen, Zhiliang Xu, Ping Lin, Huaxiong Huang, Shixin Xu
An Energy Stable C0 Finite Element Scheme for A Phase-Field Model of Vesicle Motion and Deformation. CoRR (2020)
Shixin Xu, Joshua C. Chang, Carson C. Chow, K. C. Brennan, Huaxiong Huang
A mathematical model for persistent post-CSD vasoconstriction. PLoS Comput. Biol. 16 (7) (2020)
Shixin Xu, Xinfu Chen, Chun Liu, Xingye Yue
Numerical Method for Multi-Alleles Genetic Drift Problem. SIAM J. Numer. Anal. 57 (4) (2019)
Chongsheng Zhang, Jingjun Bi, Shixin Xu, Enislay Ramentol, Gaojuan Fan, Baojun Qiao, Hamido Fujita
Multi-Imbalance: An open-source software for multi-class imbalance learning. Knowl. Based Syst. 174 (2019)
Lingyue Shen, Huaxiong Huang, Ping Lin, Zilong Song, Shixin Xu
An energy stable $C^0$ finite element scheme for a quasi-incompressible phase-field model of moving contact line with variable density. CoRR (2019)