| 2025 | CEC | An Enhanced Search Direction-Based Knowledge Transfer for Multiobjective Many-Tasking Evolutionary Optimization. | Wu Lin, Songbai Liu, Qingling Zhu, Qiuzhen Lin |
| 2025 | ECAI | Population-Based Multi-Objective Reinforcement Learning with Information Sharing and Differentiation. | Xiaoqiang Wu, Qingling Zhu, Junkai Ji, Qiuzhen Lin, Wei-Neng Chen, Jianqiang Li |
| 2025 | ICCV | TRNAS: A Training-Free Robust Neural Architecture Search. | Yeming Yang, Qingling Zhu, Jianping Luo, Ka-Chun Wong, Qiuzhen Lin, Jianqiang Li |
| 2024 | AAAI | Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation. | Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Wei-Neng Chen |
| 2024 | CEC | Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning. | Chengwei He, Huaping Hong, Lijia Ma, Qingling Zhu, Yuan Bai |
| 2024 | CEC | Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization. | Qianhui Wang, Qingling Zhu, Junkai Ji |
| 2024 | IJCAI | VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting. | Yingnan Yang, Qingling Zhu, Jianyong Chen |
| 2024 | IJCNN | NAS-SW: Efficient Neural Architecture Search with Stage-Wise Search Strategy. | Jikun Nie, Yeming Yang, Qingling Zhu, Qiuzhen Lin |
| 2024 | IJCNN | Deep Reinforcement Learning-Based Multi-Agent Algorithm for Vehicle Routing Problem in Complex Logistics Scenarios. | Xinzhi Zhang, Yeming Yang, Junchuang Cai, Qingling Zhu, Weineng Chen, Qiuzhen Lin |
| 2019 | CEC | MOEA/D with Two Types of Weight Vectors for Handling Constraints. | Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun |