Weihua Lei

Graduate Student

Publications by Date

Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification
Santos FAO, Zanchettin C, Lei W, Amaral LAN
Physical Review E 110, 054310 (2024)
Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks
Lei W, Zanchettin C, Santos FAO, Amaral LAN
APL Machine Learning 2, 036102 (2024)
Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms
Lei W, Zanchettin C, Ho ZE, Amaral LAN
APL Machine Learning 1, 046118 (2023)
Forecasting the evolution of fast-changing transportation networks using machine learning
Lei WH, Alves LGA, Amaral LAN
Nature Communications , 4252 (2022)