Langchun Si

12 papers B 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
An effective auxiliary task for volumetric modulated arc therapy planning.
Swarm Evol. Comput.
Ruifen Cao, Tielu Zhang, Langchun Si, Qiang Ren, Xi Pei, Xingyi Zhang
2025 J jnl
An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Langchun Si, Xingyi Zhang, Yajie Zhang, Shangshang Yang, Ye Tian
2025 J jnl
Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin
2025 J jnl
Pattern mining-based evolutionary multi-objective algorithm for beam angle optimization in intensity-modulated radiotherapy.
Complex Intell. Syst.
Ruifen Cao, Wei Chen, Tielu Zhang, Langchun Si, Xi Pei, Xingyi Zhang
2025 J jnl
Varied granularity encoding based evolutionary algorithm for multi-objective intensity-modulated radiation therapy optimization.
Eng. Appl. Artif. Intell.
Langchun Si, Xingyi Zhang, Ye Tian, Ruifen Cao, Shangshang Yang, Limiao Zhang
2024 B conf
A Deep Reinforcement Learning Assisted Heuristic for Solving Traveling Salesman Problems.
CEC
Ye Tian, Qinghui Zhu, Shuai Shao, Langchun Si, Xingyi Zhang
2024 J jnl
An adaptive conjugate gradient accelerated evolutionary algorithm for multi-objective spot optimization in cancer intensity modulated proton therapy.
Appl. Soft Comput.
Ruifen Cao, Xuesong Li, Wei Chen, Chao Wang, Langchun Si, Xi Pei, Xingyi Zhang
2024 J jnl
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators.
IEEE Trans. Emerg. Top. Comput. Intell.
Ye Tian, Yaopei Guang, Langchun Si, Ruifen Cao, Xi Pei, Xingyi Zhang
2023 J jnl
Local Model-Based Pareto Front Estimation for Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ye Tian, Langchun Si, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
2022 J jnl
A conjugate gradient-assisted multi-objective evolutionary algorithm for fluence map optimization in radiotherapy treatment.
Complex Intell. Syst.
Ruifen Cao, Langchun Si, Xuesong Li, Yaopei Guang, Chao Wang, Ye Tian, Xi Pei, Xingyi Zhang
2022 J jnl
Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv.
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin
2019 J jnl
Precursory Pattern Based Feature Extraction Techniques for Earthquake Prediction.
IEEE Access
Lei Zhang, Langchun Si, Haipeng Yang, Yuanzhi Hu, Jianfeng Qiu