Yinglong Xia

Office: 3740 McClintock Ave., EEB 246, USC, Los Angeles, CA 90089       Tel: 213-740-2350
Email: yinglonx AT usc.edu

I am a Ph.D. student in the Computer Science Department at the University of Southern California, USA. I am being advised by Professor Viktor K. Prasanna. I received a Masters degree of Engineering from the Department of Automation, Tsinghua University and a Bachelors degree of Engineering from the School of Automation Engineering, University of Electronic Science and Technology of China. 

Research Interests

My research interests include algorithm design for parallel computing, multi-core system programming, statistical machine learning, pattern recognition and data mining.

Education  

  • August 2006 ~ present, Computer Science Department, Viterbi School of Engineering, University of Southern California, PhD Program in Computer Science.
  • September 2003 ~ July 2006, Department of Automation, Tsinghua University, M.Eng in Pattern Recognition and Intelligence System.
  • September 1999 ~ July 2003, School of Automation, University of Electronic Science and Technology of China (UESTC), B.Eng in Electronic measurement and controlling.

Honor

  • 2005 Second-grade, Tsinghua Guanghua Fellowship 
  • 2004 Third-grade scholarship in Tsinghua for excellent students
  • 2003 Top scholarship in UESTC for excellent students
    Special scholarship of "China Instrument and Control Society"
  • 2002 Top scholarship in UESTC for excellent students                                                          The 3rd grade of National College Students English Competition
    The 3rd grade of Subject Contest of Embedded Systems, the National Undergraduate
  • 2001 First-grade scholarship in UESTC for excellent students
    Special scholarship of "Motorola"
  • 2000 Top scholarship in UESTC for excellent students
    Special scholarship of "Lenovo"

Publication 

[1] Yinglong Xia and Viktor K. Prasanna: Parallel Exact Inference on the Cell Broadband Engine Processor, the International Conference for High Performance Computing, Networking, Storage and Analysis (Supercomputing SC'08), November 2008. (Accepted, Acceptance ratio: 21%, 59 out of 277.)

[2] Yinglong Xia and Viktor K. Prasanna: Junction Tree Decomposition for Parallel Exact Inference, IEEE International Parallel & Distributed Processing Symposium (IPDPS'08), pp 1-12, April 2008. (Acceptance ratio: 25%, 105 out of 410.)  

[2] Yinglong Xia and Viktor K. Prasanna: Node Level Primitives for Exact Inference, 19th International Symposium on Computer Architecture and High Performance Computing (SBAC-PADS'07), pp 221-228, October 2007. (Acceptance ratio: 30%, 32 out of 107.)

[3] Yinglong Xia and Viktor K. Prasanna: Parallel Exact Inference, Parallel Computing 2007 (ParCo '07), In Parallel Computing: Architectures, Algorithms and Applications, C. Bischof, M. B¨ucker, P. Gibbon, G.R. Joubert, T. Lippert, B. Mohr, F. Peters (Eds.), John von Neumann Institute for Computing, Julich, NIC Series, Vol. 38, ISBN 978-3-9810843-4-4, pp. 185-192, September 2007.

[4] Yinglong Xia, Shifeng Weng, Changshui Zhang and Shao Li: Mixture Random Effect Model Based Meta-analysis For Medical Data Mining, The 5th Industrial Conference on Data Mining (ICDM'05), In Proceeding of Mechine Learning and Data Mining, LNCS 3587, P. Perner and A Imiya (Eds.) pp 630-640, Leipzig, Germany, July 2005; 

[5] Yinglong Xia, Changshui Zhang, Shifeng Weng and Rongbin Liu: Fault-Tolerant EM algorithm for GMM in Sensor Networks, The 2005 International Conference on Data Mining (DMIN'05) of the 2005 World Congress in Applied Computing (WCAC'05), H.R. Arabnia, A. Scime (Eds.), CSREA Press, pp 166- 172, Las Vegas, USA, June 2005;

[6] Rongbin Liu, Changshui Zhang, Yinglong Xia: Importance Feature Sampling in Random Subspace. The 2005 International Conference on Computer Vision (Vision'05) of the 2005 World Congress in Applied Computing (WCAC'05), H.R. Arabnia (Ed.), CSREA Press, pp 192-197, Las Vegas, USA, June 2005;

[7] Yalin Zheng, Changshui Zhang, Yinglong Xia, Naijiang Lu and Fei Xiao: Intimate Degree Algorithm of Fuzzy Reasoning and Harmoniousness Constraint. The 2005 International Fuzzy System Association World Congress (IFSA'2005), pp194-198, Beijing, China, July 2005;

[8] Yalin Zheng, Changshui Zhang and Yinglong Xia: Pointwise Logic on Completely Distributive Lattices. The 2005 International Fuzzy System Association World Congress (IFSA'2005), pp242-245, Beijing, China, July 2005;

[9] Yalin Zheng, Changshui Zhang and Yinglong Xia: Type II Topological Logic and Approximate Reasoning. In Proceeding of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'05), LNCS 3613, L. Wang and Y. Jin (Eds.) pp 243-252, Beijing, China, July 2005;

Notice: The copyright of these papers is with the respective publishers. It is being reproduced here for timely dissemination of scholarly information.

Presentation

Activity