| 2026 | GECCO | A Surrogate-Assisted Evolutionary Algorithm with Innovized Progress Operator for Expensive Many-Objective Optimization. | Xiaochun Yang, Wei Fang, Shuwei Zhu, Kalyanmoy Deb, Meiji Cui |
| 2026 | GECCO | EvoHeRoBic: An Evolutionary Heterogeneous Robust Biclustering Framework for Noisy Data. | Shuaihao Yang, Shuwei Zhu, Meiji Cui |
| 2026 | GECCO | Ensemble Surrogate-Assisted Optimization with Dynamic Dimensional Splitting for High-Dimensional Expensive Mixed-Variable Problems. | Junfeng Yi, Shuwei Zhu, Meiji Cui, Kalyanmoy Deb |
| 2025 | CEC | Adaptive surrogate-assisted evolutionary multi-objective community detection algorithm with core node learning. | Siying Lv, Shuwei Zhu, Wei Fang |
| 2025 | GECCO | Efficient Pretrained Model for Surrogate-assisted High-Dimensional Expensive Multi-objective Optimization. | Jiajun Li, Shuwei Zhu, Wei Fang |
| 2025 | GECCO | Adaptive Reference Vectors Cooperate with Generalized Pareto Dominance for Irregular Many-objective Problems. | Liusheng Zeng, Yuchen Li, Jingxue Hu, Shuwei Zhu, Meiji Cui |
| 2025 | GECCO | Ranking-prediction based evolutionary algorithm for expensive many-objective optimization problems. | Yimo Zhang, Shuwei Zhu, Wei Fang, Kalyanmoy Deb, Meiji Cui |
| 2024 | CEC | A Novel Subspace Construction Method for Large-Scale Evolutionary Multi-Objective Optimization. | Wenping Wang, Yang Zhang, Shuwei Zhu, Meiji Cui |
| 2024 | GECCO | TextNet: An Neural Architecture Search Method based on Rapid Text Processing Network Structure Analysis. | Siyuan Chen, Wei Fang, Shuwei Zhu |
| 2024 | GECCO | Modeling and Optimization of Energy Consumption in Data-driven Factory Air Conditioning System. | Ning Sun, Shuwei Zhu |
| 2024 | GECCO | Surrogate Modeling in Efficient Evolutionary Multiobjective Clustering Algorithm. | Nan Sun, Shuwei Zhu |
| 2021 | EMO | The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization. | Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu |
| 2018 | GECCO | A differential prediction model for evolutionary dynamic multiobjective optimization. | Leilei Cao, Lihong Xu, Erik D. Goodman, Shuwei Zhu, Hui Li |
| 2018 | GECCO | A study of automatic clustering based on evolutionary many-objective optimization. | Shuwei Zhu, Lihong Xu, Leilei Cao |