| 2025 | SMC | Disassembly and Assembly Line Balancing Problem with Robot Movement Space Constraints Solved Using the Improved Parallel A2C Algorithm. | Wenjing Zeng, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Bin Hu, Siqi Chen, Jun Wang |
| 2025 | SMC | Solving the Circular Disassembly Line Balancing Problem in Shifts Considering Human Learning Effect Based on IMPALA Algorithm. | Haitao Zhang, Xiwang Guo, Jiacun Wang, Shujin Qin, Bin Hu, Liang Qi, Siqi Chen, Jun Wang |
| 2024 | CoDIT | Optimization of Product Remanufacturing Process across Multifactories with Reinforcement Learning. | Qiqi Zeng, Xiwang Guo, Jiacun Wang, Shujin Qin, Jinrui Cao, Ying Tang |
| 2023 | SMC | Multi-Objective Optimization of Multi-Product U-Shaped Disassembly Line Balancing Problem Considering Human Factors. | XiWang Guo, Tingting Wei, Jiacun Wang, Weiming Shen, Yanjun Shi, Shujin Qin |
| 2023 | SMC | Carousel Storage and Picking Scheduling Issues: A Review. | Shujin Qin, Xinyi Yang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi |
| 2022 | SMC | An Improved Advantage Actor-Critic Algorithm for Disassembly Line Balancing Problems Considering Tools Deterioration. | WeiBiao Cai, Xiwang Guo, Jiacun Wang, Shujin Qin, Jian Zhao, Yuanyuan Tan |
| 2022 | SMC | Discrete Shuffled Frog Leading Algorithm for Multiple-product Human-robot Collaborative Disassembly Line Balancing Problem. | ChenYang Fan, Jiacun Wang, Xiwang Guo, Shujin Qin, MengChu Zhou, Liang Qi |
| 2022 | SMC | Multi-objective Discrete Bat Optimizer for Parallel Disassembly Line Balancing Problems. | Fuguang Huang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, ZiYan Zhao |
| 2022 | SMC | Salp Swarm Algorithm for Multi-product Parallel Disassembly Line Balancing Problem Considering Disabled Workers. | Jiawei Li, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Yuanyuan Tan |
| 2022 | SMC | Moth-flame Optimizer for Multi-product Humanrobot Collaborative Parallel Disassembly Line Balancing Problem. | Fayang Lu, Shixin Liu, Xiwang Guo, Shujin Qin, Jiacun Wang, ZiYan Zhao |
| 2022 | SMC | Multi-neighborhood Parallel Greedy Search Algorithm for Human-robot Collaborative Multi-product Hybrid Disassembly Line Balancing Problem. | Changsheng Xiang, Peisheng Liu, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Jian Zhao |
| 2022 | SMC | Brainstorm Optimization Algorithm with K-means Clustering for Disassembly Line Balancing Problems. | Pengkai Xiao, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Yuanyuan Tan |
| 2022 | SMC | An Improved Multi-objective Multi-verse Optimization Algorithm for Multifunctional Robotic Parallel Disassembly Line Balancing Problems. | Shancheng Zhang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, ZiYan Zhao |
| 2022 | SMC | An Improved Q-Learning Algorithm for Solving Disassembly Line Balancing Problem Considering Carbon Emission. | Huajie Zhang, Peisheng Liu, XiWang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Jian Zhao |
| 2022 | SMC | Union Variable Neighborhood Descent Algorithm for Multi-product Hybrid Disassembly Line Balancing Problem Considering Workstation Resource Configuration. | Jinting Zhu, Yunping Han, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Jian Zhao |
| 2021 | SMC | Multi-objective Discrete Chemical Reaction Optimization Algorithm for Multiple-product Partial U-shaped Disassembly Line Balancing Problem. | Wenchang Wang, Xiwang Guo, Shixin Liu, Shujin Qin, Liang Qi, ZiYan Zhao, Ying Tang |
| 2021 | SMC | Multi-objective Optimizer with Collaborative Resource Allocation Strategy for U-shaped Stochastic Disassembly Line Balancing Problem. | Song Xu, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, ZiYan Zhao, Ying Tang |