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Dr. YUEN Shiu Yin, Kelvin

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

 

Associate Professor

 

Room: G6518   Tel: (852) 3442-7717 

Fax (EE Dept.): (852) 3442-0562

Email:  kelviny.ee@cityu.edu.hk

 


Research Interests

Evolutionary Computation   Computer Vision   Machine Learning

  

Research

Selected Recent Publications  Talks  Source Code  Research Group  PhD Position

 

Sharing               Teaching

Personal Web Page     Courses  Useful links

 


Personal Profile

 

Shiu Yin Yuen (Kelvin) was born in Hong Kong. He graduated from the Higher Diploma in Electronic Engineering (HDEE) from The Hong Kong Polytechnic (now The Hong Kong Polytechnic University) with Credit in 1984, and obtained the Associateship (AP) in Electronic Engineering, with Credit, one year later. He became the first person to obtain the MPhil Degree from the Polytechnic in November, 1988, with a dissertation on ¡§Computer Perception of Hidden Line¡¨. During this time, he was also a Visiting Lecturer of the department. He obtained the Doctorial degree (DPhil) from the School of Cognitive and Computing Sciences (now Department of Informatics), University of Sussex, UK in January, 1992. His dissertation title is ¡§Shape from Contour and Segmentation Using Symmetries¡¨.  He joined City University in 1992 as a Lecturer, and is now an Associate Professor.

 

He has published more than 80 research papers, which includes papers in IEEE Transactions on Evolutionary Computation, International Journal of Computer Vision, and Journal of Machine Learning Research. He received a Best Paper Award from Consumer Electronics Society, Chinese Institute of Electronics. He was Program Co-chair of International Conference on Natural Computation 2013 and has served as Program Committee Member in 17 international conferences.

 

He is currently Associate Programme Leader of BEng Computer Engineering programme, and is also Coordinator of the University initiative Community of Practice for Social Responsibility and Ethics. (News and activity update can also be found in the following face book page.)  He is active in collaborating with the Hong Kong Blind Union to develop aids for the visually impaired. Recently, he also becomes interested in how to reduce myopia and other eye diseases in children. He serves as an Adjudicator and Advisor at various stages of the Joint School Science Exhibitions.

 

Dr. Yuen was the recipient of the Sir Edward Youde Memorial Fellowship and the Croucher Foundation Scholarship.  He was listed in Who's Who in the World, Who's Who in Finance and Industry, and Who¡¦s Who in Science and Engineering. 

 

 

RESEARCH

 

Selected Recent Publications

 

Evolutionary Computation

 

Algorithm Selection

 

  1. S.Y. Yuen and X. Zhang, ¡§Multiobjective evolutionary algorithm portfolio: choosing suitable algorithm for multiobjective optimization problem,¡¨ Proc. IEEE Congress on Evolutionary Computation (CEC), July 2014.
  2. S.Y. Yuen, C.K. Chow, and X. Zhang, ¡§Which algorithm should I choose at any point of the search: an evolutionary portfolio approach,¡¨ Proc. Genetic and Evolutionary Computation Conference (GECCO), pp. 567-574, July 2013. (Errata)
  3. S.Y. Yuen and X. Zhang, ¡§On composing an (evolutionary) algorithm portfolio,¡¨ Proc. Genetic and Evolutionary Computation Conference (GECCO), pp. 83-84, July 2013.

 

Novel Algorithms

 

  1. C.K. Chow and S.Y. Yuen, ¡§A Dynamic history-driven evolutionary algorithm,¡¨ Proc. IEEE Congress on Evolutionary Computation (CEC), July 2014.
  2. X. Zhang, X. Zhang, S.Y. Yuen, S.L. Ho, and W.N. Fu, ¡§An improved artificial bee colony algorithm for optimal design of electromagnetic devices,¡¨ IEEE Trans. Magnetics, vol. 49, no. 8, pp. 4811-4816, 2013.
  3. X. Zhang and S.Y. Yuen, ¡§Improving artificial bee colony with one-position inheritance mechanism,¡¨ Memetic Computing, vol. 5, no. 3, pp. 187-211, 2013.
  4. S.W. Leung, S.Y. Yuen, and C.K. Chow, ¡§Parameter control system of evolutionary algorithm that is aided by the entire search history,¡¨ Applied Soft Computing, vol. 12, no. 9, pp. 3063-3078, 2012.
  5. C.K. Chow and S.Y. Yuen, ¡§A multi-objective evolutionary algorithm that diversifies population by its density,¡¨ IEEE Transactions on Evolutionary Computation, vol. 16, no. 2, pp. 149-172, 2012.
  6. C.K. Chow and S.Y. Yuen, ¡§An Evolutionary algorithm that makes decision based on the entire previous search history,¡¨ IEEE Transactions on Evolutionary Computation, vol. 15, no. 6, pp. 741-769, 2011.
  7. S.Y. Yuen and C.K. Chow, ¡§A Genetic algorithm that adaptively mutates and never revisits,¡¨ IEEE Transactions on Evolutionary Computation, vol. 13, no. 2, pp. 454-472, Apr. 2009.

 

Energy Saving Applications

 

  1. X. Zhang, K.F. Fong, and S.Y. Yuen, ¡§A Novel artificial bee colony algorithm for HVAC optimization problems,¡¨ HVAC&R Research, vol. 19, no. 6, pp. 715-731, 2013.
  2. K.F. Fong, C.K. Lee, C.K. Chow, and S.Y. Yuen, ¡§Simulation-optimization of solar-thermal refrigeration systems for office use in subtropical Hong Kong,¡¨ Energy, vol. 36, pp. 6298-6307, 2011.
  3. K.F. Fong, S.Y. Yuen, C.K. Chow, and S.W. Leung, ¡§Energy management and design of centralized air-conditioning systems through the non-revisiting strategy for heuristic optimization methods,¡¨ Applied Energy, vol. 87, no. 11, pp. 3494-3506, Nov. 2010.

 

Theory

 

  1. C.W. Sung and S.Y. Yuen, ¡§Analysis of (1+1) evolutionary algorithm and randomized local search with memory,¡¨ Evolutionary Computation, vol. 19, no. 2, pp. 287-323, summer 2011.

 

 

Computer Vision

 

Visual Attention Model

 

  1. J. Liang and S.Y. Yuen, ¡§An Edge detection with automatic scale selection approach to improve coherent visual attention model,¡¨ Pattern Recognition Letters, vol. 34, pp. 1519-1524, 2013.

 

3D Shape from 2D Shape Cues (Explanatory Computer Vision)

 

  1. C.K. Chow and S.Y. Yuen, ¡§A Solution to illumination direction estimation of a shaded image: genetic algorithm,¡¨ Image and Vision Computing, vol. 28, pp. 1717-1730, 2010.
  2. C.K. Chow and S.Y. Yuen, ¡§Recovering shape by shading and stereo under Lambertian shading model,¡¨ International Journal of Computer Vision, vol. 85, no. 1, pp. 58-100, Oct. 2009.

 

Machine Learning

 

Inductive Logic Programming

 

  1. J. Ahlgren and S.Y. Yuen, ¡§Efficient program synthesis using constraint satisfaction in inductive logic programming,¡¨ Journal of Machine Learning Research, vol. 14, pp. 3649-3681, 2013.

 

Neural Network Design

 

  1. C.K. Chow and S.Y. Yuen, ¡§Illumination direction estimation for augmented reality using a surface input real valued output regression network,¡¨ Pattern Recognition, vol. 43, pp. 1700-1716, Apr. 2010.

 

 

More Papers ¡K

 

Talks

 

Non-revisiting Stochastic Search (4th September 2009)

( Power point ) ( Video: high resolution 791 MB ) ( Video: low resolution 408 MB )

[Note:  To view the video, you may need to download the K-Lite Mega Codec Pack available here ]

 

    

Research Group

 

Evolutionary Computation

   

  1. Postdoctoral Fellow    Dr. X. Zhang
  2. Research Student        Mr. Y. Lou

 

Computer Vision

 

  1. Research Student        Mr. J.Y. Liang                            

 

Machine Learning

 

  1. Research Student        Mr. J. Ahlgren            

 

 

Graduated Research Students

 

PhD Graduates

  1. Dr. X. Zhang, ¡§Techniques for improving differential evolution and artificial bee colony algorithms¡¨.
  2. Dr. S.W. Leung, ¡§Applying entire search history for parameter control of evolutionary algorithms¡¨.
  3. Dr. C.Y. Lam, ¡§Methodologies of 2D object recognition: a robust hypothesis/verification approach¡¨.
  4. Dr. T.S.  Lam, ¡§2-D object recognition by computer: a robust Hough-like prediction/correction approach¡¨.

 

MPhil Graduates

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

 

PhD Position

 

I¡¦m recruiting PhD students. I would require students to be conscientious, genuinely interested in research, teachable and have good academic background, especially in programming (for those who wish to work on algorithm designs) and/or mathematics (for those who wish to work on theory). 

 

Several PhD positions are available. They will be funded by an ongoing General Research Fund or CityU strategic grant, as well as UGC fund. Successful research students will receive full financial support.

 

Please apply through the School of Graduate Studies. You may also decide to apply concurrently the Hong Kong PhD Fellowship Scheme (additional notes by department). You should put down my name as the staff you have contacted/potential supervisor where appropriate in your application.

 

I am currently interested in supervising the following inter-disciplinary topics, but it does not exclude other topics not listed below:

 

1.      Algorithm selection (please refer to my most recent papers)

2.      Evolutionary computation theory (for a taste of what this field is concerned, see Editorial for the Special Issue on Theoretical Foundations of Evolutionary Computation, IEEE Transactions on Evolutionary Computation, vol. 18, pg. 625, 2014.)

3.      Developmental robotics

4.      Deep learning       

5.      Human brain project

 

 

TEACHING

 

 

Current and Recent Courses Taught

 

EE3274  Design Project                                   (BEngCE Core)

 

EE4808  Computer Graphics for Engineers     (Undergraduate Elective)

 

EE5808  Topics in Computer Graphics            (Postgraduate Elective)

 

EE4211  Computer Vision                               (Undergraduate Elective)

 

 

 

Useful Links 

 

Study

 

Advice for 1st Year Students

Final Year Project Guidelines

Useful Science Database for Searching Information 

How to Write Good Programs: Structured Programming

Comparison of Eastern and Western Students (in Chinese)

 

Research

 

General articles

 

"A Letter to Hong Kong"  by Prof Joseph Jao-yiu Sung

Four stages of a scientific discipline; four types of scientist

 

Research skills

 

A thoughtful article about doing research

10 pieces of advice I wish my PhD advisor had given me

How to do research at the MIT AI lab

Doing research "slower" (in Chinese)

 

Who should be the authors

 

Who should be the authors - view 1

Who should be the authors - view 2  part 1 (in Chinese)

Who should be the authors - view 2  part 2 (in Chinese)

 

General

 

Wikipedia - free encyclopedia

Math World

For those who wishes to learn more probability theory

Correct pronunciation of Cantonese

 

 

Updated: 27th Oct. 2014