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ORCIDLe Peng
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2020 – today
- 2024
[j9]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)- [j8]Chuan He, Le Peng, Ju Sun:
Federated Learning with Convex Global and Local Constraints. Trans. Mach. Learn. Res. 2024 (2024) - [i10]Hengyue Liang, Le Peng, Ju Sun:
Selective Classification Under Distribution Shifts. CoRR abs/2405.05160 (2024) - 2023
- [c6]Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun:
Rethinking Transfer Learning for Medical Image Classification. BMVC 2023: 881-888 - [c5]Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun:
Robust Autoencoders for Collective Corruption Removal. ICASSP 2023: 1-5 - [c4]Yash Travadi, Le Peng, Ying Cui, Ju Sun:
Direct Metric Optimization for Imbalanced Classification. ICHI 2023: 698-700 - [i9]Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang:
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective. CoRR abs/2302.08976 (2023) - [i8]Taihui Li, Hengkang Wang, Le Peng, Xian'e Tang, Ju Sun:
Robust Autoencoders for Collective Corruption Removal. CoRR abs/2303.02828 (2023) - [i7]Hengyue Liang, Buyun Liang, Le Peng, Ying Cui, Tim Mitchell, Ju Sun:
Optimization and Optimizers for Adversarial Robustness. CoRR abs/2303.13401 (2023) - [i6]Le Peng, Sicheng Zhou, Jiandong Chen, Rui Zhang, Ziyue Xu, Ju Sun:
A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing. CoRR abs/2307.11254 (2023) - [i5]Chuan He, Le Peng, Ju Sun:
A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints. CoRR abs/2310.10117 (2023) - 2022
- [j7]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): 54-63 (2022) - [i4]Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun:
Imbalanced Classification in Medical Imaging via Regrouping. CoRR abs/2210.12234 (2022) - 2021
- [c3]Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun:
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. BMVC 2021: 108 - [i3]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 abs/2106.02118 (2021) - [i2]Le Peng, Hengyue Liang, Taihui Li, Ju Sun:
Rethink Transfer Learning in Medical Image Classification. CoRR abs/2106.05152 (2021) - [i1]Taihui Li, Zhong Zhuang, Hengyue Liang, Le Peng, Hengkang Wang, Ju Sun:
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors. CoRR abs/2110.12271 (2021)
2010 – 2019
- 2019
- [j6]Jianping Peng, Jing Quan, Le Peng:
IT Application Maturity, Management Institutional Capability and Process Management Capability. J. Organ. End User Comput. 31(1): 61-85 (2019) - 2017
- [j5]Jianping Peng, Juanjuan Qu, Le Peng, Jing Quan:
An Exploratory Study of the Effectiveness of Mobile Advertising. Inf. Resour. Manag. J. 30(4): 24-38 (2017) - 2015
- [j4]Fenglin Peng, Le Peng, Jian Zhang, Guoqiang Xue, Maining Ma, Yunfei Zhang:
From Geophysical Data to Geophysical Informatics. Data Sci. J. 14: 13 (2015) - [j3]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): 85-90 (2015) - 2014
- [c2]Jianping Peng, Wenbin Xiao, Le Peng, Jing Quan:
An Explorative Study of the Effectiveness of Mobile Advertising. WHICEB 2014: 23 - 2013
- [j2]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: WDS52-WDS55 (2013)
2000 – 2009
- 2009
- [c1]Le Peng, Zhi Cai, Guowen Wu:
Predict Ranking of Object Summaries with Hidden Markov Model. CIS (1) 2009: 88-91 - 2007
- [j1]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: 879-883 (2007)
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