Zheng, Weijie

11 publications

AAAI 2025 From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms (Journal Track) Weijie Zheng, Benjamin Doerr

IJCAI 2025 Scalable Speed-Ups for the SMS-EMOA from a Simple Aging Strategy Mingfeng Li, Weijie Zheng, Benjamin Doerr

IJCAI 2025 The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) Renzhong Deng, Weijie Zheng, Benjamin Doerr

CVPR 2025 Towards Million-Scale Adversarial Robustness Evaluation with Stronger Individual Attacks Yong Xie, Weijie Zheng, Hanxun Huang, Guangnan Ye, Xingjun Ma

NeurIPS 2025 Why Popular MOEAs Are Popular: Proven Advantages in Approximating the Pareto Front Mingfeng Li, Qiang Zhang, Weijie Zheng, Benjamin Doerr

AAAI 2024 How to Use the Metropolis Algorithm for Multi-Objective Optimization? Weijie Zheng, Mingfeng Li, Renzhong Deng, Benjamin Doerr

AAAI 2024 Runtime Analysis of the SMS-EMOA for Many-Objective Optimization Weijie Zheng, Benjamin Doerr

JMLR 2023 From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms Weijie Zheng, Benjamin Doerr

AAAI 2022 A First Mathematical Runtime Analysis of the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng, Yufei Liu, Benjamin Doerr

IJCAI 2021 Choosing the Right Algorithm with Hints from Complexity Theory Shouda Wang, Weijie Zheng, Benjamin Doerr

AAAI 2021 Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives Benjamin Doerr, Weijie Zheng