Concepedia

Difan Zou

DZ

33

Publications

2.3K

Citations

24

H-Index

2014

Active since

Affiliations

University of California, Los Angeles(Current)

University of Science and Technology of China

Los Alamos National Laboratory

London School of Hygiene & Tropical Medicine

Chinese Academy of Sciences

Difan Zou is an author at University of California, Los Angeles specializing in engineering, data science, and photonics.

Top concepts

EngineeringPhotonicsData ScienceComputer ScienceMachine LearningDeep LearningOptical CommunicationOptical PropertiesCovid-19Epidemiology

Publications per year

2014–2024

33

Publications

33

Improving Adversarial Robustness Requires Revisiting Misclassified Examples

Yisen Wang, Difan Zou, Jinfeng Yi et al. · International Conference on Learning Representations · 2020 · 299 citations

Artificial Intelligence, Data Augmentation, Deepfake Detection +15

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Estee Y. Cramer, Evan L Ray, Velma K. Lopez et al. · Proceedings of the National Academy of Sciences · 2022 · 296 citations · Full text

Gradient descent optimizes over-parameterized deep ReLU networks

Difan Zou, Yuan Cao, Dongruo Zhou et al. · Machine Learning · 2019 · 226 citations · Full text

Convolutional Neural Network, Gradient Descent, Engineering +7

Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks

Difan Zou, Yuan Cao, Dongruo Zhou et al. · arXiv (Cornell University) · 2018 · 216 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +12

The United States COVID-19 Forecast Hub dataset

Estee Y. Cramer, Yuxin Huang, Yijin Wang et al. · Scientific Data · 2022 · 119 citations · Full text

Rows per page

1–5 of 33