Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

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Xiaolin Huang

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Xiaolin Huang

Professor

Vice Dean, Department of Automation, Shanghai Jiao Tong University

Research Interests: Machine Learning, Optimization, and their Applications

Office: SEIEE 2-429, Dongchuan Road 800, Shanghai 200240, P.R. China

email: xiaolinhuang@sjtu.edu.cn

中文版

My Google Scholar

Education

2006-2012	Ph.D. Tsinghua University
2002-2006	B.S. Xi'an Jiao Tong University

Research Experience

2024-	Full Professor, Shanghai Jiao Tong University
2016-2023	Associate Professor, Shanghai Jiao Tong University
2015-2017	Humboldt Fellow, Friedrich-Alexander Universität Erlangen-Nürnberg
2015-2016	Free Researcher, KU Leuven
2012-2015	Postdoctoral Researcher, KU Leuven

Project
Promoter for

2024-2027	NSFC (regular): Dyanmics Analysis and Reduction of Deep Nerual Networks: Theory, Algorithm, and Applications
2023-2027	State Key Program: Intelligent Analysis for Food and the Applications
2022-2024	Shanghai Municipal Science and Technology Commission: Robustness of DNN based on Randomness and Low-dimensinoal Trajectory
2021-2023	Training Speed Up for Multi-media Search
2021-2022	Misdetection Detection and Optimization for BN (with Huawei)
2020-2023	NSFC (regfular): Multi-layer Kernel Learning: Theory, Algorithm, and Applications
2019-2020	Robustness Enhancement for Classification and Detection (with Huawei)
2018-2021	Key Technique of Intelligent Endoscopy
2017	National Top Talent (Young Program)
2017-2019	National Natural Science Foundation of China（NSFC, Young Program）：Robust one-bit compressive sensing and its applications
2015-2017	Humboldt Foundation: Piecewise linear technology in machine learning and applications on medical engineering
2013-2015	Bilateral scientific cooperation-KU Leuven and Tsinghua University: BIL11/12T

Academic Activities

Senior Member, IEEE (S’10-M’12 -SM'18)

Senior Member, Chinese Association for Artificial Intelligence (CAAI)

Member, Chinese Society of Image and Graphics (CSIG)

Vice Dean, Department of Automation, Shanghai Jiao Tong University

Action Editor: Machine Learning

Associate Editor: Frontiers in Applied Mathematics and Statistics, Journal of Xi'an Jiaotong University

Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Automatic Control, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Signal Processing, ACM Transactions on Intelligent Systems and Technology, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Cybernetics, Mathematical Reviews, Computational Statistics and Data Analysis, Computers and Operations Research, Machine Learning etc.

Area Chair/Senior TPC member: ICLR, CVPR, ICCV, AAAI, ESANN, etc.

TPC member: NeurIPS, ICML, AISTATS, UAI, etc.

People

Prof. Shuning Wang，Tsinghua University

Prof. Johan A.K. Suykens, KU Leuven

Prof. Andreas Maier, Universität Erlangen-Nürnberg

Prof. Li Li，Tsinghua University

Prof. Lei Shi，Fudan University

Prof. Yipeng Liu，University of Electronic Science and Technology of China

Associate Prof. Jun Xu，Harbin Institute of Technology (Shenzhen)

Assistant Prof. Ming Yan，Michigen State University

Assistant Prof. Yunlong Feng，State University of New York at Albany

Assistant Prof. Siamak Mehrkanoon, Maastricht University

Assistant Prof. Chao Shang, Tsinghua University