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Prof. Dong SHEN's Group
Center of Intelligent and Learning Systems
School of Mathematics, Renmin University of China


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Shen
Research Interests: Iterative learning control, machine learning and its applications, financial mathematics and fintech, stochastic approximation algorithms, multi-agent systems, distributed and decentralized optimization algorithms.

Latest News

[20201123] Dr. Shen was invited to present a Distinguished Lecture, titled "Iterative Learning Control with Incomplete Information", at 2020 IEEE 9th Data-Driven Control and Learning Systems Conference, which was held in Liuzhou, November 20-22.[Pic1][Pic2]
[20201019] Invited by Prof. Xiao-Dong Li, Dr. Shen presented a talk on "Iterative learning control over random fading channels". [Pic]
[20201018] Dr. Shen was invited to give a talk on "Iterative learning control with incomplete information" at the 35th YAC. [Pic]
[20201013] Dr. Shen was appointed Head of Department of Information and Computation Sciences, School of Mathematics, Renmin University of China. [Pic1][Pic2]
[20201012] Our paper "
Iterative Learning Control Using Faded Measurements Without System Information: A Gradient Estimation Approach" has been officially assigned in an issue of International Journal of Systems Science.
[20200925] Our paper "
Learning Control over Unknown Fading Channels Based on Iterative Estimation" has been accpeted for publication in IEEE Transactions on Neural Networks and Learning Systems.
[20200720] Our paper "A Two-Dimensional Approach to Iterative Learning Control with Randomly Varying Trial Lengths" has been officially assigned in an issue of Journal of Systems Science and Complexity (vol. 33, no. 3). [Link]
[20200719] The paper "Averaging Techniques for Balancing Learning and Tracking Abilities Over Fading Channels" has been accepted for publication in IEEE Transactions on Automatic Control as a regular paper.
[20200717] The paper "Iterative Learning Control Using Faded Measurements Without System Information: A Gradient Estimation Approach" has been accepted for publication in International Journal of Systems Science.
[20200715] The paper "
Iterative Learning Control for Locally Lipschitz Nonlinear Fractional-order Multi-Agent Systems" has been assigned in an issue. Click the link for free download before Sept. 02, 2020.
[20200704] Our paper "Learning Tracking Control Over Unknown Fading Channels Without System Information" has been accepted for publication in IEEE Transactions on Neural Networks and Learning Systems. This paper was prepared by Prof. Xinghuo Yu and myself.
[20200703] Our paper "Encoding-decoding Mechanism-based Finite-level Quantized Iterative Learning Control with Random Data Dropouts" has been assigned in an issue of IEEE Transactions on Automation Science and Engineering. [Link]
[20200618] Our paper "Zero-Error Tracking Control under Unified Quantized Iterative Learning Framework via Encoding-Decoding Method" has been accepted for publication in IEEE Transactions on Cybernetics. This work was completed by Mr. Chao Zhang and myself. [Link]
[20200508] The paper "
Multidimensional Gains for Stochastic Approximation" has been assigned in an issue of IEEE Transactions on Neural Netwoks and Learning Systems. [Link]
[20200419] The paper "Iterative Learning Control for Locally Lipschitz Nonlinear Fractional-order Multi-agent Systems" has been accepted for publication in Journal of the Franklin Institute. This manuscript was prepared by Prof. Wang, Ms. Luo, and myself.
[20200405] Our paper,
Performance Enhancement of Learning Tracking Systems Over Fading Channels with Multiplicative and Additive Randomness, has been published in an issue of IEEE Transactions on Neural Networks and Learning Systems. Please refer to the official version. [Link]
[20200229] Our paper "A New Iterative Learning Control Algorithm with Gain Adaptation for Stochastic Systems" has been published in issue 3 volumn 65 of IEEE Transactions on Automatic Control.
[20200227] The paper, Iterative Learning Control for Output Tracking of Systems with Unmeasurable States, prepared by Prof. Xuefang Li and myself, has been accepted by the 21st IFAC Congress, which will be held in Berlin.
[20200222] The paper, Glucose Outcomes of a Learning-Type Artificial Pancreas with an Unannounced Meal in Type 1 Diabetes, has been accepted for publication in Computer Methods and Programs in Biomedicine. The work was led by Prof. Youqing Wang at BUCT.
[20200123] The paper, Iterative Learning Control for Nonlinear Differential Inclusion Systems, has been accepted for publication in International Journal of Robust and Nonlinear Control. This manuscript was prepared by Prof. Wang, Dr. Liu, Prof. Feckan, and myselef.
[20200101] Our annual report for 2019 has been released.
[20200101] CILS wish all of you Happy 2020.
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Contact Information

Office Address:
Room 207, No. 4 Teaching Building, Renmin University of China, No. 59 Zhongguancun Street, Haidian District, Beijing
Mailing Address:
School of Mathematics, Renmin University of China, No. 59 Zhongguancun Street, Beijing 100872, P.R. China
Tel: 86-10-82507078
E-mail: dshen [at] ieee [dot] org
Web at RUC: Prof. Shen


Education

2005.09-2010.07, Ph.D. in Mathematics, Academy of Mathematics and Systems Sciences, CAS
2001.09-2005.07, B.S. in Mathematics, School of Mathematics, Shandong University

Professional Positions

2019.12-present, Professor, School of Mathematics, Renmin University of China
2020.10-present, Head, Department of Information and Computation Sciences, School of Mathematics, RUC
2019.12-present, Professor, Eng. Res. Center of Finance Computation and Digital Engineering, Ministry of Education
2020.01-present, Director, Distributed Artificial Intelligence Lab., ERC-FCDE, MOE
2019.07-2019.08, Visiting Scholar, RMIT University, Australia
2018.01-2019.12, Professor, Beijing University of Chemical Technology
2012.06-2017.12, Associate Professor, Beijing University of Chemical Technology
2016.02-2017.02, Visiting Scholar, National University of Singapore, Singapore
2010.07-2012.05, Postdoctoral Fellow, Institute of Automation, CAS

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Short Biography

Dong SHEN (M'10-SM'17) received the B.S. degree in mathematics from Shandong University, Jinan, China, in 2005. He received the Ph.D. degree in mathematics from the Academy of Mathematics and Systems Science, Chinese Academy of Sciences (CAS), Beijing, China, in 2010 (supervised by Prof. Han-Fu Chen, IEEE Fellow, IFAC Fellow).

From 2010 to 2012, he was a Post-Doctoral Fellow with the Institute of Automation, CAS (advised by Prof. Fei-Yue Wang, IEEE Fellow, IFAC Fellow). From 2016 to 2017, he was a visiting scholar at National University of Singapore (with Prof. Jian-Xin Xu, IEEE Fellow). From 2019 July to August, he was a visiting scholar at RMIT University (with Prof. Xinghuo Yu, IEEE Fellow). From 2012 to 2019, he has been with College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China. Now, he is a Full Professor of Renmin University of China.

His current research interests include iterative learning control, stochastic control and optimization, machine learning and its applications. He has published more than 120 refereed journal and conference papers. He is the (co-)author of Iterative Learning Control for Systems with Iteration-Varying Trial Lengths (Springer, 2019), Iterative Learning Control with Passive Incomplete Information (Springer, 2018), Iterative Learning Control for Multi-Agent Systems Coordination (Wiley, 2017), and Stochastic Iterative Learning Control (Science Press, 2016, in Chinese), and co-editor of Service Science, Management and Engineering: Theory and Applications (Academic Press and Zhejiang University Press, 2012). Dr. Shen received the IEEE CSS Beijing Chapter Young Author Prize in 2014 and the Wentsun Wu Artificial Intelligence Science and Technology Progress Award in 2012. He is an Associate Editor of IEEE Access and IET Cyber-Systems and Robotics.

High resolution photos for speech invitation Facial Photo Bust Photo

Dong Shen on ResearchGate

Annual Reports

Aunual Report 2019 (pdf, 38M, by request)  A lite version (pdf, 0.4M)
Annual Report 2018 (pdf, 28M,
by requestA lite version (pdf, 1M)
Annual Report 2017 (pdf, 17M,
by requestA lite version (pdf, 1M)

Campus

Photos


2019
At Guizhou University, with Prof. Xisheng Dai and Prof. Deyuan Meng, in front of the library
At Nankai University, with Prof. Yuanhua Ni, Prof. Wenxiao Zhao, and Prof. Zengqiang Chen (from left)
At Shandong University, with Prof. Yan Li and his students
At Beihang University, with Prof Jinhu Lv, Prof. Xinghuo Yu, Prof. Hong Li, Prof. Nian Liu (from left)

2018
At Qingdao University of Science and Technology
At Xidian Univerisyt with Prof. Junmin Li, Prof. Xiao'e Ruan, and Prof. Zhengrong Xiang
At Beihang University with Prof. Kevin L. Moore and Prof. Deyuan Meng
At a seaside in Tsingtao with Prof. Deqing Huang (during the 2nd ILC-TableParty 0724)
At DDCLS18 in Enshi with my master students: Mr. Chao Zhang and Mr. Chen Liu
At Whampoa Military Academy, Guangzhou

2017
IEEE Senior Member Certificate
With Koala in Currumbin Widelife Sanctuary, Gold Coast, Australia
IEEE Senior Membership Card
At Great Wild Goose Pagoda in Xi'an
With Miss Yun Xu celebrating her graduation
At DDCLS17 in Chongqing with my master students: Miss Chun Zeng and Mr. Chao Zhang

2016
on Alumni Day at NUS


2014
Mt. Tai-A   Mt. Tai-B

2005
Bachelor Transcript
Receiving President Scholarship from President Tao ZHAN of Shandong University
Letter of Admission from Graduate University of Chinese Academy of Sciences


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