Xiaotong Yuan(袁晓彤)

Professor

School of Automation, Nanjing University of Information Science and Technology

南京信息工程大学信息与控制学院

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My main research interests include machine learning, data mining, and computer vision.

Papers121 papers

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Anti-corrosion reinforcement of waterborne polyurethane coating with polymerized graphene oxide by the one-pot method

Yu-Jie Ning, Ze-Ru Zhu, Wei-Wei Cao,Lei Wu, Li-Chao Jing,Tao Wang,Xiao-Tong Yuan, Ling-Hong Teng, Peng-Shuai Bin,Hong-Zhang Geng

Journal of Materials Science, no. 1 (2021): 337-350

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Generalization Bounds for High-dimensional M-estimation under Sparsity Constraint

Yuan Xiao-Tong, Li Ping

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Pruning Deep Convolutional Neural Networks via Gradient Support Pursuit

Jue Wang, Fanfan Ji,Xiao-Tong Yuan

chinese conference on pattern recognition, pp.419-432, (2020)

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Dual Iterative Hard Thresholding

Xiao-Tong Yuan,Bo Liu, Lezi Wang,Qingshan Liu,Dimitris N. Metaxas

Journal of Machine Learning Research, no. 152 (2020): 1-50

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Water-based polyurethane composite anticorrosive barrier coating via enhanced dispersion of functionalized graphene oxide in the presence of acidified multi-walled carbon nanotubes

Li-Chao Jing,Tao Wang, Wei-Wei Cao, Jian-Gong Wen,Hui Zhao, Yu-Jie Ning,Xiao-Tong Yuan,Ying Tian, Ling-Hong Teng,Hong-Zhang Geng

Progress in Organic Coatings, (2020): 105734

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CNN-based near-real-time precipitation estimation from Fengyun-2 satellite over Xinjiang, China

Mei Xue,Renlong Hang,Qingshan Liu,Xiao-Tong Yuan, Xinyu Lu

Atmospheric Research, pp.105337, (2020)

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Green tea polyphenolic antioxidants oxidize hydrogen sulfide to thiosulfate and polysulfides: A possible new mechanism underpinning their biological action

Kenneth R Olson, Austin Briggs, Monesh Devireddy, Nicholas A Iovino, Nicole C Skora, Jenna Whelan, Brian P Villa,Xiaotong Yuan, Varun Mannam,Scott Howard,Yan Gao, Magdalena Minnion

Redox biology, (2020): 101731

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Machine learning for faster and smarter fluorescence lifetime imaging microscopy

Varun Mannam, Yide Zhang,Xiaotong Yuan, Cara Ravasio,Scott S. Howard

Journal of Physics: Photonics, no. 4 (2020): 042005

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Nearly Non-Expansive Bounds for Mahalanobis Hard Thresholding

Xiaotong Yuan, Ping Li

COLT, pp.3787-3813, (2020)

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Meta-Learning with Network Pruning

Hongduan Tian, Bo Liu,Xiao-Tong Yuan,Qingshan Liu

european conference on computer vision, pp.675-700, (2020)

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Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization

Pan Zhou,Xiao-Tong Yuan

ICML, pp.11556-11565, (2020)

Cited by1EIBibtex

Highly stable and conductive PEDOT:PSS/GO-SWCNT bilayer transparent conductive films

Hui Zhao, Wenming Geng, Wei-Wei Cao, Jian-Gong Wen, Tao Wang, Ying Tian, Li-Chao Jing,Xiao-Tong Yuan, Ze-Ru Zhu,Hong-Zhang Geng

New Journal of Chemistry, no. 3 (2020): 780-790

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Learning Non-local Regularized Compressed Sensing Network with Half-quadratic Splitting

Yubao Sun, Ying Yang,Qingshan Liu, Jiwei Chen,Xiao-Tong Yuan, Guodong Guo

IEEE Transactions on Multimedia, pp.1-1, (2020)

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Enhanced performance of conductive polysulfone/MWCNT/PANI ultrafiltration membrane in an online fouling monitoring application

Xue-Shuang Yuan, Zhi-Ying Guo,Hong-Zhang Geng, Danielle S. Rhen,Luda Wang,Xiao-Tong Yuan,Jianxin Li

Journal of Membrane Science, (2019): 160-169

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Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds

Pan Zhou,Xiaotong Yuan,Shuicheng Yan,Jiashi Feng

IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.1-1, (2019)

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Matrix Completion with Deterministic Sampling: Theories and Methods

Guangcan Liu,Qingshan Liu,Xiao-Tong Yuan,Meng Wang

IEEE Trans. Pattern Anal. Mach. Intell., no. 2 (2019): 549-566

Cited by8WOSEIBibtex

Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning

Bo Liu,Xiaotong Yuan, Lezi Wang,Qingshan Liu,Junzhou Huang,Dimitris Metaxas

international conference on artificial intelligence and statistics, (2019)

Cited by2EIBibtex

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds

Pan Zhou,Jiashi Feng,Xiaotong Yuan

international conference on artificial intelligence and statistics, (2019)

Cited by18Bibtex

Manganese Porphyrin-Based SOD Mimetics Produce Polysulfides from Hydrogen Sulfide

Kenneth R Olson,Yan Gao, Faihaan Arif, Shivali Patel,Xiaotong Yuan, Varun Mannam, Scott Howard,Ines Batinic-Haberle, Jon Fukuto, Magdalena Minnion,Martin Feelisch,Karl D Straub

ANTIOXIDANTS, no. 12 (2019): 639

WOSBibtex

Improvement of Corrosion Resistance of Waterborne Polyurethane Coatings by Covalent and Noncovalent Grafted Graphene Oxide Nanosheets

Jian-Gong Wen, Wenming Geng,Hong-Zhang Geng, Hui Zhao, Li-Chao Jing,Xiao-Tong Yuan, Ying Tian, Tao Wang, Yu-Jie Ning, Lei Wu

ACS omega, no. 23 (2019): 20265-20274

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Xiaotong Yuan(袁晓彤)Binding

Papers121 papers

Xiaotong Yuan(袁晓彤)