Jingliang Liao

About Me

I am a 3th-year M.S. candidate at the College of Computer Science and Technology, Huaqiao University and my adviser is Yiqiao Cai. Previously, I received my B.S. degree from Quanzhou Normal University in 2012. The best way to reach me is through email.

I have broad interests in artificial intelligence, including machine learning and evolutionary computation. Currently, I am focusing on how to improve the performance of differential evolution with the population information, expecially, how to improve the mutation operators with static neighborhood learning strategy and dynamic neighborhood learning strategy. Our research work has been published in international journals and conferences including Soft Computing, 3PGCIC, etc..

Research Interests

• Artificial Intelligence :: Machine Learning
• Artificial Intelligence :: Evolutionary Computation

Education

• 2013~Present
  M.S. :: College of Computer Science and Technology
  Huaqiao University, China. Supervisor: Yiqiao Cai


• 2008~2012
  B.S. :: College of Mathematics and Computer Science
  Quanzhou Normal University, China.

Experiences

• 2015 The 1st International Workshop on Intelligent Information Processing and Secure Computing (IIPSC), Guangzhou, China
• 2015 The 2nd Seminar on Evolutionary Computation and Learning (ECOLE), Nanjing, China
• 2014 The 11th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), Guangzhou, China (Oral Presention)

Publications

1. Jingliang Liao, Yiqiao Cai.
   Differential Evolution with Successful Information Archive. IEEE Transactions on Cybernetics, (SCI, IF=3.469) (Under Review) (PDF)


2. Jingliang Liao, Yiqiao Cai.
   Enhancing Differential Evolution with K-best Cluster. Applied Soft Computing, (SCI, IF=2.810) (Under Review) (PDF)


3. Yiqiao Cai, Jingliang Liao.
   Social Learning Differential Evolution. Information Sciences, (SCI, IF=4.038) (Under Review) (PDF)


4. Yiqiao Cai, Meng Zhao, Jingliang Liao, Tian Wang, Hui Tian, Yonghong Chen.
   Neighborhood Guided Differential Evolution. Soft Computing, (SCI, IF=1.271) 2016 (PDF)


5. Jingliang Liao, Yiqiao Cai, Tian Wang, Hui Tian, Yonghong Chen.
   Cellular direction information based differential evolution for numerical optimization: an empirical study. Soft Computing, (SCI, IF=1.271) 2015 (PDF)


6. Zewu Peng, Jingliang Liao, Yiqiao Cai.
   Differential evolution with distributed direction information based mutation operators: an optimization technique for big data. Journal of Ambient Intelligence and Humanized Computing, (SCI) 2015 (PDF)


7. Jingliang Liao, Yiqiao Cai, Yonghong Chen, Tian Wang, Hui Tian.
   Differential Evolution Enhanced with Composite Population Information Based Mutation Operators. Journal of Digital Information Management, (EI) 2015 (PDF)


8. Jingliang Liao, Yiqiao Cai, Yonghong Chen, Tian Wang.
   Improving Differential Evolution with Ring Topology-Based Mutation Operators. International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), (EI) 2014 (PDF)

Awards

• 2015 National Scholarship for Postgraduate
• 2013 Huaqiao University ACM Programming Contest, 1st Place (Graduate Group)
• 2011 ACM-ICPC Asia Fuzhou Regional, Winning Prize
• 2011 ACM-ICPC China Fuzhou Invitational Programming Contest, Bronze Award
• 2011 Fujian Province Collegiate Programming Contest, Silver Award
• 2010 Fujian Province Collegiate Programming Contest, Bronze Award
• 2009 National Encouragement Scholarship

Skills

• C/C++, Java, Python, Perl, LISP, JavaScript, C#, PHP, Matlab, Go, Shell, Scala
• Spark, Hadoop, MySQL
• Visual Studio, Eclipse, Android Studio
• LaTeX, Origin, Adobe Illustrator

Language

• Hokkien -- Native :: since 0 years old
• Chinese -- Native :: since 4 years old
• English -- Fluent :: since 12 years old

Hobbies

• Sports :: Hurdle, Long-distance running, Basketball, Swimming, Kung fu
• Music :: Classical, Pop, Ballad, Rap, Rock
• Games ::

Sport Records

• 100m Race -- 12.8s
• 200m Race -- 27.4s
• 110m Hurdles -- 18.7s
• The Long Jump -- 5.75m
• The Triple Jump -- 12.10m
• 50m Breaststroke -- 00:52
• 100m Breaststroke -- 01:53
• 200m Breaststroke -- 04:20
• 1000m Breaststroke -- 26:16
• 2000m Breaststroke -- 55:34
• 3000m Breaststroke -- 88:48
• 50m Freestyle -- 00:45

The End