Concepedia

Zheng Xu

ZX

Statistics

Publications

18

Citations

1.4K

H-Index

16

Active since

2013

Affiliations

University of Maryland, College Park(Current)

The University of Texas at Arlington

University of Lisbon

United States Naval Academy

Cornell University

Zheng Xu is an author at University of Maryland, College Park specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceComputer EngineeringDeep LearningComputer VisionPattern RecognitionImage AnalysisInverse Problems

Publications per year

2013–2022

18

Publications

18

Visualizing the Loss Landscape of Neural Nets

Hao Li, Zheng Xu, Gavin Taylor et al. · Repository for Publications and Research Data (ETH Zurich) · 2018 · 514 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Training Neural Networks Without Gradients: A Scalable ADMM Approach

Gavin Taylor, Ryan Burmeister, Zheng Xu et al. · arXiv (Cornell University) · 2016 · 146 citations · Full text

Model Optimization, Engineering, Machine Learning +12

Seq2seq Fingerprint

Zheng Xu, Sheng Wang, Feiyun Zhu et al. · 2017 · 138 citations

Systems Biology, Engineering, Machine Learning +14

Domain Generalization and Adaptation Using Low Rank Exemplar SVMs

Wen Li, Zheng Xu, Dong Xu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 135 citations

Engineering, Machine Learning, Support Vector Machine +16

Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays

Chaochao Yan, Jiawen Yao, Ruoyu Li et al. · 2018 · 115 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +19

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