Le Peng

28 papers A 2Misc 1Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing gangue recognition in coal mines: a lightweight network with multi-path attention.
Vis. Comput.
Zheng Wang, Le Peng, Yujiang Liu
2025 J jnl
Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification.
CoRR
Le Peng, Yash Travadi, Chuan He, Ying Cui, Ju Sun
2024 J jnl
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction.
npj Digit. Medicine
Le Peng, Gaoxiang Luo, Sicheng Zhou, Jiandong Chen, Ziyue Xu, Ju Sun, Rui Zhang
2024 J jnl
Federated Learning with Convex Global and Local Constraints.
Trans. Mach. Learn. Res.
Chuan He, Le Peng, Ju Sun
2024 J jnl
Selective Classification Under Distribution Shifts.
CoRR
Hengyue Liang, Le Peng, Ju Sun
2024 J jnl
Selective Classification Under Distribution Shifts.
Trans. Mach. Learn. Res.
Hengyue Liang, Le Peng, Ju Sun
2023 J jnl
A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing.
CoRR
Le Peng, Sicheng Zhou, Jiandong Chen, Rui Zhang, Ziyue Xu, Ju Sun
2023 J jnl
A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints.
CoRR
Chuan He, Le Peng, Ju Sun
2023 — conf
Direct Metric Optimization for Imbalanced Classification.
ICHI
Yash Travadi, Le Peng, Ying Cui, Ju Sun
2023 J jnl
Optimization and Optimizers for Adversarial Robustness.
CoRR
Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun
2023 A conf
Rethinking Transfer Learning for Medical Image Classification.
BMVC
Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun
2023 Misc conf
Robust Autoencoders for Collective Corruption Removal.
ICASSP
Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun
2023 J jnl
Robust Autoencoders for Collective Corruption Removal.
CoRR
Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun
2023 J jnl
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective.
CoRR
Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang
2022 J jnl
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
J. Am. Medical Informatics Assoc.
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
2022 J jnl
Imbalanced Classification in Medical Imaging via Regrouping.
CoRR
Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun
2021 J jnl
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals.
CoRR
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
2021 J jnl
Rethink Transfer Learning in Medical Image Classification.
CoRR
Le Peng, Hengyue Liang, Taihui Li, Ju Sun
2021 A conf
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors.
BMVC
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
2021 J jnl
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors.
CoRR
Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun
2019 J jnl
IT Application Maturity, Management Institutional Capability and Process Management Capability.
J. Organ. End User Comput.
Jianping Peng, Jing Quan, Le Peng
2017 J jnl
An Exploratory Study of the Effectiveness of Mobile Advertising.
Inf. Resour. Manag. J.
Jianping Peng, Juanjuan Qu, Le Peng, Jing Quan
2015 J jnl
From Geophysical Data to Geophysical Informatics.
Data Sci. J.
Fenglin Peng, Le Peng, Jian Zhang, Guoqiang Xue, Maining Ma, Yunfei Zhang
2015 J jnl
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
Le Peng, Cong Jin
2014 — conf
An Explorative Study of the Effectiveness of Mobile Advertising.
WHICEB
Jianping Peng, Wenbin Xiao, Le Peng, Jing Quan
2013 J jnl
Activities and Plan of the Center for Geophysics (Beijing) from WDC to WDS.
Data Sci. J.
Fenglin Peng, Maining Ma, Le Peng, Jian Zhang, Gengxiong Chen, Yufang Li, Bo Sun, Yunfei Zhang
2009 — conf
Predict Ranking of Object Summaries with Hidden Markov Model.
CIS (1)
Le Peng, Zhi Cai, Guowen Wu
2007 J jnl
The Internet Databases of the World Data Center for Geophysics, Beijing.
Data Sci. J.
Fenglin Peng, Dan Wang, Xinbao Zheng, Lijun Xing, Keyun Tang, Bangyan Yue, Xiaoyang Shen, Jian Zhang, Le Peng, Qinghua Huang