Le Peng

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 19

Top Topics

Image Classification

Natural Language

Mobile Advertising

Top Venues

Publications

Hengyue Liang, Le Peng, Ju Sun
Selective Classification Under Distribution Shifts. CoRR (2024)
Le Peng, Gaoxiang Luo, Sicheng Zhou, Jiandong Chen, Ziyue Xu, Ju Sun, Rui Zhang
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction. npj Digit. Medicine 7 (1) (2024)
Chuan He, Le Peng, Ju Sun
Federated Learning with Convex Global and Local Constraints. Trans. Mach. Learn. Res. 2024 (2024)
Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective. CoRR (2023)
Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun
Optimization and Optimizers for Adversarial Robustness. CoRR (2023)
Le Peng, Sicheng Zhou, Jiandong Chen, Rui Zhang, Ziyue Xu, Ju Sun
A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing. CoRR (2023)
Chuan He, Le Peng, Ju Sun
A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints. CoRR (2023)
Taihui Li, Hengkang Wang, Le Peng, XianE Tang, Ju Sun
Robust Autoencoders for Collective Corruption Removal. CoRR (2023)
Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun
Rethinking Transfer Learning for Medical Image Classification. BMVC (2023)
Yash Travadi, Le Peng, Ying Cui, Ju Sun
Direct Metric Optimization for Imbalanced Classification. ICHI (2023)
Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun
Robust Autoencoders for Collective Corruption Removal. ICASSP (2023)
Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun
Imbalanced Classification in Medical Imaging via Regrouping. CoRR (2022)
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
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. CoRR (2021)
Le Peng, Hengyue Liang, Taihui Li, Ju Sun
Rethink Transfer Learning in Medical Image Classification. CoRR (2021)
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
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. CoRR (2021)
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. BMVC (2021)
Jianping Peng, Jing Quan, Le Peng
IT Application Maturity, Management Institutional Capability and Process Management Capability. J. Organ. End User Comput. 31 (1) (2019)
Jianping Peng, Juanjuan Qu, Le Peng, Jing Quan
An Exploratory Study of the Effectiveness of Mobile Advertising. Inf. Resour. Manag. J. 30 (4) (2017)
Fenglin Peng, Le Peng, Jian Zhang, Guoqiang Xue, Maining Ma, Yunfei Zhang
From Geophysical Data to Geophysical Informatics. Data Sci. J. 14 (2015)
Le Peng, Cong Jin
适用于Android智能手机的灰度均值水印算法 (Digital Watermarking Algorithm for Android Smart Phones). 计算机科学 42 (7) (2015)
Jianping Peng, Wenbin Xiao, Le Peng, Jing Quan
An Explorative Study of the Effectiveness of Mobile Advertising. WHICEB (2014)
Fenglin Peng, Maining Ma, Le Peng, Jian Zhang, Gengxiong Chen, Yufang Li, Bo Sun, Yunfei Zhang
Activities and Plan of the Center for Geophysics (Beijing) from WDC to WDS. Data Sci. J. 12 (2013)
Le Peng, Zhi Cai, Guowen Wu
Predict Ranking of Object Summaries with Hidden Markov Model. CIS (1) (2009)
Fenglin Peng, Dan Wang, Xinbao Zheng, Lijun Xing, Keyun Tang, Bangyan Yue, Xiaoyang Shen, Jian Zhang, Le Peng, Qinghua Huang
The Internet Databases of the World Data Center for Geophysics, Beijing. Data Sci. J. 6 (2007)