Guan-Long Wu 吳冠龍

 
 
 

Master student

MiRA group

CMLab, CSIE, NTU

garywgl[AT]csie.ntu.edu.tw


Advisor: Prof. Winston H. Hsu

Research interests  large-scale multimedia content analysis

Education


M.S., Graduate Institute of Networking and Multimedia, National Taiwan University, 2010/09 ~ 2012/07


B.S., Dept. of Computer Science and Information Engineering, National Taiwan University, 2006/09 ~ 2010/06


National Taichung First Senior High School, 2003/09 ~ 2006/06


Professional Experiences


System Administrator, 2010/09 ~ 2012/06

Communications and Multimedia Lab., Dept. of Computer Science and Information Engineering, NTU


System Administrator, 2010/09 ~ 2011/06

Dept. of Computer Science and Information Engineering, NTU


Teaching Assistant of Network Laboratory Course, 2010/03 ~ 2010/06

Dept. of Computer Science and Information Engineering, NTU


Program Developer, 2007/04 ~ 2009/10

Proteomics Research Center, National Yang-Ming University


Part-time Engineer, 2007/12 ~ 2008/06

Ecowork, Inc.


Honors & Awards


Undergraduate Student Special Project Participation Program, 2009

National Science Council, Taiwan

Title: A Human Computation Approach to Wikipedia Summarization using Pair-wise Comparison


Poster Paper Award, 2008

The Second World Chinese Mass Spectrometry Conference and 2008 Taiwan Society for Mass Spectrometry Annual Symposium

Title: Establishment of a high-throughput protein complexomics procedure - large scale protein complex analysis of feast Escherichia coli cells


Excellent Work, 2007

National Center for High-Performance Computer Matrix Competition


IEEE Computer Society 3rd Place Team Award, 2005

International Science and Engineering Fair, Phoenix, Arizona


Team candidate of Taiwan to participate in 2005 ISEF, 2005

Taiwan International Science Fair, Taipei


Intel Computer Science First Place Award, 2005

Taiwan International Science Fair, Taipei


Publications


"Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining," Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, and Lexing Xie, to appear in IEEE Multimedia Magazine, 2013.


"Graph-based Semi-Supervised Learning with Multi-Modality Propagation for Large-Scale Image Datasets," Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston Hsu, Journal of Visual Communication and Image Representation, April 2013.


"Sharing the Trees among Random Forests for Effective and Efficient Concept Detection," Tzu- Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu, MMSP 2012, 2012.


"Evaluating Gaussian Like Image Representations over Local Features," Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang, ICME 2012, 2012.


"Two-stage Sparse Graph Construction using MinHash on MapReduce," Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston H. Hsu, ICASSP 2012, 2012.


"Scalable Mobile Video Question-Answering System with Locally Aggregated Descriptors and Random Projection," Guan-Long Wu, Yu-Chuan Su, Tzu-Hsuan Chiu, Liang-Chi Hsieh, Winston H. Hsu, Grand Challenge for ACM MM 2011, 2011. (project page)


"Multi-layer Graph-Based Semi-supervised Learning for Large-Scale Image Datasets using MapReduce," Wenyu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston Hsu, Ya-Fan Su, ACM SIGIR 2011, 2011. (Poster Paper)


"Canonical Image Selection and Efficient Image Graph Construction for Large-Scale Flickr Photos," Liang-Chi Hsieh, Kuan-Ting Chen, Chien-Hsing Chiang, Yi-Hsuan Yang, Guan-Long Wu, Chun-Sung Ferng, Hsiu-Wen Hsueh, Angela Charng-Rurng Tsai, Winston H. Hsu, Grand Challenge for ACM MM 2009, 2009.(Demo Video)


"Integration of biochemical and informatics methods for development of a protein complexomics procedure," T.T. Hsia, G.L. Wu, C.H. Yang, and Y.G. Tsay, 2008 Taiwan - Japan Proteomics Symposium, 2008 (Poster Paper)


"Establishment of a high-throughput protein complexomics procedure - large scale protein complex analysis of feast Escherichia coli cells," T.T. Hsia, C.H. Yang, G.L. Wu, and Y.G. Tsay, The Second World Chinese Mass Spectrometry Conference and 2008 Taiwan Society for Mass Spectrometry Annual Symposium, 2008 (Poster Paper)


Presentations


"Large-scale Multimedia Data Processing on Hadoop" with Liang-Chi Hsieh, in Hadoop Taiwan User Group Meeting 2010


"Image Selection for Large-Scale Flickr Photos using Hadoop”, in Cloud Computing for Advanced Ocean Research and Hadoop Taiwan User Group Meeting 2009