Xiwen Cai

According to our database, Xiwen Cai authored at least 24 papers between 2017 and 2025.

Collaborative distances:

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

2025

Linking Text and Visualizations via Contextual Knowledge Graph.

Xiwen Cai, Di Weng, Taotao Fu, Siwei Fu, Yongheng Wang, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., September, 2025

CodeLin: An in situ visualization method for understanding data transformation scripts.

Xiwen Cai, Kai Xiong, Zhongsu Luo, Di Weng, Shuainan Ye, Yingcai Wu

Vis. Informatics, 2025

Angle information enhanced kriging-assisted adaptive evolutionary algorithm for computationally highly expensive high-dimensional problems.

Hangxu Lu, Zan Yang, Jihui Huang, Liming Chen, Xiwen Cai

Swarm Evol. Comput., 2025

Expensive constrained multi-objective optimization via adaptive surrogate-assisted dense weight multi-objective evolutionary algorithm.

Jiansheng Liu, Haoran Hu, Zhiyong Liu, Zan Yang, Liming Chen, Xiwen Cai

Swarm Evol. Comput., 2025

Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts.

Yunfan Zhou, Xiwen Cai, Qiming Shi, Yanwei Huang, Haotian Li, Huamin Qu, Di Weng, Yingcai Wu

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

A Comparative Study on Fixed-Order Event Sequence Visualizations: Gantt, Extended Gantt, and Stringline Charts.

Junxiu Tang, Fumeng Yang, Jiang Wu, Yifang Wang, Jiayi Zhou, Xiwen Cai, Lingyun Yu, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., December, 2024

2023

Surrogate-assisted operator-repeated evolutionary algorithm for computationally expensive multi-objective problems.

Xiwen Cai, Tao Zou, Liang Gao

Appl. Soft Comput., November, 2023

Complementary surrogate-assisted differential evolution algorithm for expensive multi-objective problems under a limited computational budget.

Xiwen Cai, Gan Ruan, Bo Yuan, Liang Gao

Inf. Sci., 2023

2022

A surrogate-assisted hybrid swarm optimization algorithm for high-dimensional computationally expensive problems.

Fan Li, Yingli Li, Xiwen Cai, Liang Gao

Swarm Evol. Comput., 2022

What makes a scatterplot hard to comprehend: data size and pattern salience matter.

Jiachen Wang, Xiwen Cai, Jiajie Su, Yu Liao, Yingcai Wu

J. Vis., 2022

2021

A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems.

Fan Li, Xiwen Cai, Liang Gao, Weiming Shen

IEEE Trans. Cybern., 2021

2020

Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems.

Xiwen Cai, Liang Gao, Xinyu Li

IEEE Trans. Evol. Comput., 2020

Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems.

Zan Yang, Haobo Qiu, Liang Gao, Xiwen Cai, Chen Jiang, Liming Chen

Inf. Sci., 2020

A fast surrogate-assisted particle swarm optimization algorithm for computationally expensive problems.

Fan Li, Weiming Shen, Xiwen Cai, Liang Gao, G. Gary Wang

Appl. Soft Comput., 2020

A Surrogate-Assisted Offspring Generation Method for Expensive Multi-objective optimization Problems.

Fan Li, Liang Gao, Weiming Shen, Xiwen Cai, Shifeng Huang

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A Semantic-Based Method for Visualizing Large Image Collections.

Xiao Xie, Xiwen Cai, Junpei Zhou, Nan Cao, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., 2019

A User Study on the Capability of Three Geo-Based Features in Analyzing and Locating Trajectories.

Xu-Meng Wang, Tianlong Gu, Xiaonan Luo, Xiwen Cai, Tianyi Lao, Wenlong Chen, Yingcai Wu, Jinhui Yu, Wei Chen

IEEE Trans. Intell. Transp. Syst., 2019

Surrogate-guided differential evolution algorithm for high dimensional expensive problems.

Xiwen Cai, Liang Gao, Xinyu Li, Haobo Qiu

Swarm Evol. Comput., 2019

An efficient surrogate-assisted particle swarm optimization algorithm for high-dimensional expensive problems.

Xiwen Cai, Haobo Qiu, Liang Gao, Chen Jiang, Xinyu Shao

Knowl. Based Syst., 2019

Ensemble of surrogates assisted particle swarm optimization of medium scale expensive problems.

Fan Li, Xiwen Cai, Liang Gao

Appl. Soft Comput., 2019

Sequential approximation optimization assisted particle swarm optimization for expensive problems.

Xiwen Cai, Liang Gao, Fan Li

Appl. Soft Comput., 2019

A Novel Surrogate-assisted Differential Evolution for Expensive Optimization Problems with both Equality and Inequality Constraints.

Zan Yang, Haobo Qiu, Liang Gao, Chen Jiang, Liming Chen, Xiwen Cai

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Surrogate's Optima Assisted Evolutionary Algorithm for Optimization of Expensive Problems.

Xiwen Cai, Liang Gao, Fan Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2017

Ensemble of surrogate models using sign based cross validation error.

Haobo Qiu, Liming Chen, Chen Jiang, Xiwen Cai, Liang Gao

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017