SHORT BIO

I am currently a Ph.D. candidate in the Department of Computer Science at University of North Carolina at Chapel Hill, under the supervision of Professor Sanjoy K. Baruah. I am a member of the Real-Time Systems Group.

EDUCATION

• High School Diploma, 2002, National Experimental Class in Sciences, High School Attached to Tsinghua University, Beijing, P.R.China.
• B. E. in Computer Science and Technology (with Excellent Graduation Thesis Award), 2009, Tsinghua University, Beijing, P.R.China.
• M. Phil. in Mechanical and Automation Engineering, 2011, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong

RESEARCH INTERESTS

• Real Time System and Scheduling
• Neural networks, Evolutionary Computation, and Machine Learning
• Data Mining and Bioinfomatics
• Computer Vision

SELECTED PUBLICATIONS

Journal Papers

• Qingshan Liu, Zhishan Guo, and Jun Wang, “A one-layer recurrent neural network for constrained pseudoconvex optimization and its application for portfolio optimization”, Neural Networks, vol. 26, pp. 99-109, 2012.
• Zhishan Guo, Qingshan Liu, and Jun Wang, “A one-layer recurrent neural network for pseudoconvex optimization with linear equality constraints”, IEEE Transactions on Neural Networks, vol. 22, no. 12, pp. 1892-1900, 2011.
• Wenbing Xu, Zhishan Guo, “Three-failure match”, Mathematics in Practice and Theory (in Chinese), vol. 34, no. 11, pp. 14-19, 2004.

Conference Papers

• Eric Yi Liu, Zhishan Guo, Xiang Zhang, Vladimir Jojic, and Wei Wang, “Metric learning from relative comparisons by minimizing squared residual”, in Proc. of IEEE 12th International Conference on Data Mining (ICDM2012), pp. 978 - 983, 2012.
• Zhishan Guo, Jun Wang, “Information retrieval from large data sets via multiple-winners-take-all”, in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS2011), pp. 2669-2672, Rio de Janeiro, Brazil, 2011.
• Zhishan Guo, Jun Wang, “A neurodynamic optimization approach to constrained sparsity maximization based on alternative objective functions”, in Proc. of International Joint Conference of Neural Networks (WCCI2010), pp. 2932-2939, Barcelona, Spain, 2010.
• Jun Wang, Zhishan Guo, “Parametric sensitivity and scalability of k-winners-take- all networks”, in Proc. of the 7th International Symposium on Neural Networks (ISNN2010), Shanghai, China, 2010.
• Zhishan Guo, Li Lu, Shijia Xi, Fuchun Sun, “An effective dimension reduction approach in Chinese document classification using Genetic Algorithm”, In Proc. of the 6th International Symposium on Neural Networks (ISNN2009), Wuhan, China, 2009.
• Yingyu Liang, et. al, “THU and ICRC at TRECVID 2008”, TRECVID'2008, 2008.
• Jinhui Yuan, et. al, “THU and ICRC at TRECVID 2007”, TRECVID'2007, 2007.

PROFESSIONAL SERVICIES

• Reviewer / External Reviewer:
  • Neurocomputing, Cognitive Computation;
  • IEEE SMC2012, VLDB2012, IEEE ICACI2012, ACM CIKM2012, ACM BCB2012, IEEE ICIST2013, IEEE ISNN2013.
• Teaching:
  • Fall 2009: Teaching assistant of MAE3910 Engineering Profession, at The Chinese Univ. of Hong Kong;
  • Spring 2010: Teaching assistant of MAE4070 Engineering Optimization, at The Chinese Univ. of Hong Kong;
  • Fall 2010: Teaching assistant of MAEG3080 Fundamentals of Machine Intelligence, at The Chinese Univ. of Hong Kong;
  • Spring 2011: Teaching assistant of MAEG2015 Advanced Engineering Math, at The Chinese Univ. of Hong Kong;
• Webmaster:
  • IWACI2010.