Le Peng

According to our database, Le Peng authored at least 23 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Federated Learning with Convex Global and Local Constraints.

Chuan He, Le Peng, Ju Sun

Trans. Mach. Learn. Res., 2024

An in-depth evaluation of federated learning on biomedical natural language processing for information extraction.

Le Peng, Gaoxiang Luo, Sicheng Zhou, Jiandong Chen, Ziyue Xu, Ju Sun, Rui Zhang

npj Digit. Medicine, 2024

Selective Classification Under Distribution Shifts.

Hengyue Liang, Le Peng, Ju Sun

CoRR, 2024

2023

A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints.

Chuan He, Le Peng, Ju Sun

CoRR, 2023

A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing.

Le Peng, Sicheng Zhou, Jiandong Chen, Rui Zhang, Ziyue Xu, Ju Sun

CoRR, 2023

Optimization and Optimizers for Adversarial Robustness.

Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun

CoRR, 2023

Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective.

Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang

CoRR, 2023

Direct Metric Optimization for Imbalanced Classification.

Yash Travadi, Le Peng, Ying Cui, Ju Sun

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Robust Autoencoders for Collective Corruption Removal.

Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun

Proceedings of the IEEE International Conference on Acoustics, 2023

Rethinking Transfer Learning for Medical Image Classification.

Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.

Le Peng, Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma K. Jones, Hemant Gupta, Kristopher Kersten, John L. Burns, Christopher A. Harle, Tanja Magoc, Benjamin Shickel, Scott D. Steenburg, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli

J. Am. Medical Informatics Assoc., 2022

Imbalanced Classification in Medical Imaging via Regrouping.

Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun

CoRR, 2022

2021

Rethink Transfer Learning in Medical Image Classification.

Le Peng, Hengyue Liang, Taihui Li, Ju Sun

CoRR, 2021

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals.

Ju Sun, Le Peng, Taihui Li, Dyah Adila, Zach Zaiman, Genevieve B. Melton, Nicholas Ingraham, Eric Murray, Daniel Boley, Sean Switzer, John L. Burns, Kun Huang, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher J. Tignanelli

CoRR, 2021

Self-Validation: Early Stopping for Single-Instance Deep Generative Priors.

Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2019

IT Application Maturity, Management Institutional Capability and Process Management Capability.

Jianping Peng, Jing Quan, Le Peng

J. Organ. End User Comput., 2019

2017

An Exploratory Study of the Effectiveness of Mobile Advertising.

Jianping Peng, Juanjuan Qu, Le Peng, Jing Quan

Inf. Resour. Manag. J., 2017

2015

适用于Android智能手机的灰度均值水印算法 (Digital Watermarking Algorithm for Android Smart Phones).

Le Peng, Cong Jin

计算机科学, 2015

From Geophysical Data to Geophysical Informatics.

Fenglin Peng, Le Peng, Jian Zhang, Guoqiang Xue, Maining Ma, Yunfei Zhang

Data Sci. J., 2015

2014

An Explorative Study of the Effectiveness of Mobile Advertising.

Jianping Peng, Wenbin Xiao, Le Peng, Jing Quan

Proceedings of the Thirteenth Wuhan International Conference on E-Business, 2014

2013

Activities and Plan of the Center for Geophysics (Beijing) from WDC to WDS.

Fenglin Peng, Maining Ma, Le Peng, Jian Zhang, Gengxiong Chen, Yufang Li, Bo Sun, Yunfei Zhang

Data Sci. J., 2013

2009

Predict Ranking of Object Summaries with Hidden Markov Model.

Le Peng, Zhi Cai, Guowen Wu

Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2007

The Internet Databases of the World Data Center for Geophysics, Beijing.

Fenglin Peng, Dan Wang, Xinbao Zheng, Lijun Xing, Keyun Tang, Bangyan Yue, Xiaoyang Shen, Jian Zhang, Le Peng, Qinghua Huang

Data Sci. J., 2007