Langchun Si

According to our database, Langchun Si authored at least 12 papers between 2019 and 2026.

Collaborative distances:

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

2026

An effective auxiliary task for volumetric modulated arc therapy planning.

Ruifen Cao, Tielu Zhang, Langchun Si, Qiang Ren, Xi Pei, Xingyi Zhang

Swarm Evol. Comput., 2026

2025

An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization.

Langchun Si, Xingyi Zhang, Yajie Zhang, Shangshang Yang, Ye Tian

IEEE Trans. Emerg. Top. Comput. Intell., June, 2025

Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization.

Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin

IEEE Trans. Evol. Comput., June, 2025

Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization.

Langchun Si, Xingyi Zhang, Ye Tian, Ruifen Cao, Shangshang Yang, Limiao Zhang

Eng. Appl. Artif. Intell., 2025

Pattern mining-based evolutionary multi-objective algorithm for beam angle optimization in intensity-modulated radiotherapy.

Ruifen Cao, Wei Chen, Tielu Zhang, Langchun Si, Xi Pei, Xingyi Zhang

Complex Intell. Syst., 2025

2024

Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators.

Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

An adaptive conjugate gradient accelerated evolutionary algorithm for multi-objective spot optimization in cancer intensity modulated proton therapy.

Ruifen Cao, Xuesong Li, Wei Chen, Chao Wang, Langchun Si, Xi Pei, Xingyi Zhang

Appl. Soft Comput., January, 2024

A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems.

Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Local Model-Based Pareto Front Estimation for Multiobjective Optimization.

Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin

IEEE Trans. Syst. Man Cybern. Syst., 2023

2022

Evolutionary Large-Scale Multi-Objective Optimization: A Survey.

Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin

ACM Comput. Surv., 2022

A conjugate gradient-assisted multi-objective evolutionary algorithm for fluence map optimization in radiotherapy treatment.

Ruifen Cao, Langchun Si, Xuesong Li, Yaopei Guang, Chao Wang, Ye Tian, Xi Pei, Xingyi Zhang

Complex Intell. Syst., 2022

2019

Precursory Pattern Based Feature Extraction Techniques for Earthquake Prediction.

Lei Zhang, Langchun Si, Haipeng Yang, Yuanzhi Hu, Jianfeng Qiu

IEEE Access, 2019