of Intelligent and Learning Systems
School of Mathematics, Renmin
University of China
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learning control, machine learning and its applications, financial
mathematics and fintech, stochastic
multi-agent systems, distributed
and decentralized optimization algorithms.
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]
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.
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.
 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.
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.
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.
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]
 The paper "Multidimensional Gains for Stochastic Approximation" has been assigned in an issue of IEEE Transactions on Neural Netwoks and Learning Systems. [Link]
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.
 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]
 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.
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.
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
 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.
 Our annual
report for 2019 has been released.
 CILS wish all
of you Happy 2020.
Room 207, No. 4
Teaching Building, Renmin University of China, No. 59
Zhongguancun Street, Haidian District, Beijing
Mathematics, Renmin University of
No. 59 Zhongguancun Street, Beijing 100872, P.R. China
E-mail: dshen [at] ieee [dot] org
Web at RUC: Prof. Shen
Ph.D. in Mathematics, Academy of Mathematics and Systems Sciences, CAS
2001.09-2005.07, B.S. in Mathematics, School of Mathematics, Shandong
Professor, Renmin University of China
2019.12-present, Principal Investigator, Engineering Research Center of Finance
Computation and Digital Engineering, MOE
2019.07-2019.08, Visiting Scholar, RMIT University, Australia
Professor, Beijing University of Chemical Technology
Associate Professor, Beijing University of Chemical Technology
2016.02-2017.02, Visiting Scholar, National University of Singapore,
2010.07-2012.05, Postdoctoral Fellow, Institute of Automation, CAS
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
, 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
with College of
Information Science and Technology
, Beijing University of
, 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
(Springer, 2019), Iterative
Learning Control with Passive Incomplete Information
2018), Iterative Learning
Control for Multi-Agent Systems Coordination
(Wiley, 2017), and Stochastic Iterative Learning
(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
University, with Prof. Xisheng Dai and Prof. Deyuan Meng, in front of
University, with Prof. Yuanhua Ni, Prof. Wenxiao Zhao, and Prof. Zengqiang
Chen (from left)
University, with Prof. Yan Li and his students
University, with Prof Jinhu Lv, Prof. Xinghuo Yu, Prof. Hong Li, Prof.
Nian Liu (from left)
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
Senior Member Certificate
With Koala in
Currumbin Widelife Sanctuary, Gold Coast, Australia
Senior Membership Card
At Great Wild
Goose Pagoda in
With Miss Yun Xu
in Chongqing with
my master students: Miss Chun Zeng and Mr. Chao Zhang
on Alumni Day at NUS
Mt. Tai-A Mt. Tai-B
President Scholarship from President Tao ZHAN of Shandong University
Admission from Graduate University of Chinese Academy of Sciences