Weijie Zheng

Working principles of binary differential evolution

2018 · Proceedings of the Genetic and Evolutionary Computation Conference

We conduct a first fundamental analysis of the working principles of binary differential evolution (BDE), an optimization heuristic for binary decision variables that was derived by Gong and Tuson (2007) from the very successful classic …

Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks

2025

As deep learning models are increasingly deployed in safety-critical applications, evaluating their vulnerabilities to adversarial perturbations is essential for ensuring their reliability and trustworthiness. Over the past decade, a large number of white-box adversarial robustness …