Dr. Yuen's photo

 

 

 

 

  Dr. YUEN Shiu Yin, Kelvin

   AP, MPhil, HKP, D.Phil. Sus., SMIEEE

                                                                         

   Associate Professor

         

   Room: G6359   Tel: (852) 3442-7717 

   Fax (EE Dept.): (852) 3442-0562

   Email: kelviny.ee@cityu.edu.hk


Research Interests:  Evolutionary Computation   Machine Learning   Computer Vision

Research
Selected Recent Publications  Source Code  Research  Students

Sharing                        Teaching
Personal Web Page     Courses  Useful Links 

Personal Profile

Shiu Yin Yuen, Kelvin was born in Hong Kong. He was awarded the Associateship (AP) in Electronic Engineering by the Hong Kong Polytechnic in 1985, and became the first person to be awarded the MPhil Degree by the Polytechnic in 1988. He was awarded the Doctorial degree (DPhil) from the School of Cognitive and Computing Sciences, University of Sussex, UK in 1992. Dr. Yuen joined City University in 1992 as a Lecturer, and is now an Associate Professor.

He has published more than 30 international journal papers, including IEEE Transactions on Evolutionary Computation, Journal of Machine Learning Research, and International Journal of Computer Vision, and more than 60 international conference papers.

He has served as Program Committee Member in 19 international conferences. Most of his final year projects are socially related. He is particulary interested in developing aids for the visually impaired. He is also interested in ways to reduce myopia and cultivate good phone using habits in young children. He serves as an Adjudicator and Supervisor of the Joint School Science Exhibitions.

He was the recipient of the Hong Kong Government Scholarship for Outstanding Performance in the Secondary School Entrance Examination, the Sir Edward Youde Memorial Fellowship and the Croucher Foundation Scholarship.

His personal sharing may be found in Personal Web Page.

RESEARCH  

Selected Recent Publications

  1. Y. He, S.Y. Yuen, Y. Lou and X. Zhang, “A Sequential algorithm portfolio approach for black box optimization,” Swarm and Evolutionary Computation, vol. 44, pp. 559-570, 2019.
  2. Y. Lou, S.Y. Yuen, and G. Chen, “Evolving benchmark functions for optimization algorithms,” in From Parallel to Emergent Computing, Editors: A. Adamatzky, S. Akl, G. Sirakoulis, Publishers Taylor & Francis/CRC (UK, USA), pp. 239-260, 2019.

  3. S.Y. Yuen, C.K. Chow, X. Zhang, and Y. Lou, “Which algorithm should I choose: an evolutionary algorithm portfolio approach,” Applied Soft Computing, vol. 40, pp. 654-673, 2016.
  4. S.Y. Yuen and X. Zhang, “On composing an algorithm portfolio,” Memetic Computing, vol. 7, no. 3, pp. 203-214, 2015.
  5. X. Zhang and S.Y. Yuen, “A Directional mutation operator for differential evolution algorithms,” Applied Soft Computing, vol. 30, pp. 529-548, 2015.

Full Publication List    Source Code

Research Students

Research Student Recruitment

Self-motivated students genuinely interested in original research are encouraged to apply for our PhD program. Applicants should have a good analytical mindset and good programming ability. Applicants from relevant fields such as computer science, engineering, and mathematics are preferred. Application information and deadlines can be found in EE Admission Information Page.  You may also apply through the Hong Kong PhD Fellowship Scheme.

Welcome to email me your updated CV and a statement of purpose.

Current Research Students

  1. Y.D. He
  2. W. Liu

Graduated Research Students

PhD Graduates

  1. Y. Lou, “Techniques for improving online and offline history-assisted evolutionary algorithms,” 2017.
  2. J.Y. Liang, “A Novel saliency prediction method based on fast radial symmetry transform and its extensions,” 2015.
  3. J. Ahlgren, “Automated programming using constrained inductive logic programming”, 2014.
  4. X. Zhang, “Techniques for improving differential evolution and artificial bee colony algorithms,” 2013.
  5. S.W. Leung, “Applying entire search history for parameter control of evolutionary algorithms,” 2013.
  6. C.Y. Lam, “Methodologies of 2D object recognition: a robust hypothesis/verification approach,” 1997.
  7. T.S.  Lam, “2-D object recognition by computer: a robust Hough-like prediction/correction approach,” 1995.

MPhil Graduates

  1. S.F. Chen, “Graph-based stereo correspondence algorithms and occlusion detection,” 2005.
  2. Y.Y. Tsui, “A Study of fast marching method for shape from shading under orthographic and perspective projection,” 2003.
  3. C.K. Fong, “A Study of statistical design for genetic algorithm and its application on object localization,” 2001.
  4. C.H. Tse, “Object boundary estimation using successive approximating genetic algorithm,” 2000.
  5. C.H. Ma, “An Investigation of Hough transform and genetic algorithm for multi-modal pattern recognition,” 1998.

TEACHING

2018/19 Courses

Core Courses

EE3001 Foundations of Data Engineering
     (BEngCE /CDE Undergraduate)

Electives

EE4208
  Computer Graphics for Engineers   (Undergraduate)
EE5808
  Topics in Computer Graphics          (Postgraduate)

Useful Links  

Study 

Advice for 1st Year Students
Final Year Project and Research Project Guidelines
Useful Web Resources and Database for Searching Information
How to Write Good Programs: Structured Programming
漫談中西教與學 - 陳關榮

Research

Quotes

“We all know that there are regions of the human spirit untrammeled by the world of physics. In the mystic sense of the creation around us, in the expression of art, in a yearning towards God, the soul grows upward and finds the fulfillment of something implanted in its nature. The sanction for this development is within us, a striving born with our consciousness or an Inner Light proceeding from a greater power than ours. Science can scarcely question this sanction, for the pursuit of science springs from a striving which the mind is impelled to follow, a questioning that will not be suppressed. Whether in the intellectual pursuits of science or in the mystical pursuits of the spirit, the light beckons ahead and the purpose surging in our nature responds.” –  A. Eddington. 

General articles

香港家書 - 沈祖堯
Four stages of a scientific discipline; four types of scientist
How to choose a good scientific problem

Research skills 

A Thoughtful article about doing research
10 pieces of advice I wish my PhD advisor had given me