张小圆｜景德镇学院｜学者主页

期刊论文

2022

基于Jackknife模型平均的社会用电量预测研究

张小圆，邓昌瑞，黄艳梅，鲍玉昆

《系统科学与数学》

2020

基于ES动态预测模型的优化算法研究

张小圆，邓昌瑞，黄艳梅，周小红，聂水晶

《信息与电脑》

2020

基于ES动态预测原理的深度分析与探讨

邓昌瑞，张小圆，黄艳梅，周小红，聂水晶

《科技视界》

DOI

2012

Vibrant fault diagnosis for hydroelectric generator units with a new combination of rough sets and support vector machine

Xiaoyuan Zhang, Jianzhong Zhou, Jun Guo, Qiang Zou, Zhiwei Huang

Expert Systems With Applications，Vol. 39, No. 3

DOI

预印本

2026

Calibrated $α$-Barycenters for Multiobjective $f$-Divergence Optimization

Dier Tang, Peijie Li, Xiaoyuan Zhang

arXiv preprint

2026

LoRA Adaptation Strength in Aurora-WRF: Trade-offs in Regional Heavy-Rainfall Forecasting

Boyan Liu, Xiaoyuan Zhang

arXiv preprint

2025

Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond

Weiyu Chen, Baijiong Lin, Xiaoyuan Zhang, Xi Lin, Han Zhao, Qingfu Zhang, James T. Kwok

arXiv preprint

2024

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch

Xiaoyuan Zhang, Liang Zhao, Yingying Yu, Xi Lin, Yifan Chen, Han Zhao, Qingfu Zhang

arXiv preprint

2024

UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition

Xiaoyuan Zhang, Xi Lin, Yichi Zhang, Yifan Chen, Qingfu Zhang

arXiv preprint

2024

PMGDA: A Preference-based Multiple Gradient Descent Algorithm

Xiaoyuan Zhang, Xi Lin, Qingfu Zhang

arXiv preprint

2024

Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization

Xi Lin, Yilu Liu, Xiaoyuan Zhang, Fei Liu, Zhenkun Wang, Qingfu Zhang

arXiv preprint

2024

Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning

Meitong Liu, Xiaoyuan Zhang, Chulin Xie, Kate Donahue, Han Zhao

arXiv preprint

2024

Smooth Tchebycheff Scalarization for Multi-Objective Optimization

Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang

arXiv preprint

2023

Continuation Path Learning for Homotopy Optimization

Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang

arXiv preprint

2023

Dealing with Structure Constraints in Evolutionary Pareto Set Learning

Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Qingfu Zhang

arXiv preprint

2022

A novel MDPSO-SVR hybrid model for feature selection in electricity consumption forecasting

Yukun Bao, Liang Shen, Xiaoyuan Zhang, Yanmei Huang, Changrui Deng

arXiv preprint

2022

Pareto Set Learning for Expensive Multi-Objective Optimization

Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang

arXiv preprint

张小圆

精选作品

期刊论文

基于Jackknife模型平均的社会用电量预测研究

基于ES动态预测模型的优化算法研究

基于ES动态预测原理的深度分析与探讨

Vibrant fault diagnosis for hydroelectric generator units with a new combination of rough sets and support vector machine

预印本

Calibrated $α$-Barycenters for Multiobjective $f$-Divergence Optimization

LoRA Adaptation Strength in Aurora-WRF: Trade-offs in Regional Heavy-Rainfall Forecasting

Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch

UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition

PMGDA: A Preference-based Multiple Gradient Descent Algorithm

Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization

Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning

Smooth Tchebycheff Scalarization for Multi-Objective Optimization

Continuation Path Learning for Homotopy Optimization

Dealing with Structure Constraints in Evolutionary Pareto Set Learning

A novel MDPSO-SVR hybrid model for feature selection in electricity consumption forecasting

Pareto Set Learning for Expensive Multi-Objective Optimization

研究方向