WHAT I DO

MY INTEREST

Big Data Analytics

Randomized Algorithm, Sampling, Machine Learning, Streaming, GPGPU

Social Network Analysis

Group Query, Social Network Mental Disorder, Social Influence

Data Mining

Frequent Pattern Mining, Data Generation, E-Learning, Healthcare

Multimedia Processing

Super-Resolution, Video Processing, Social Signal Processing

WHAT I DID

MY EXPERIENCE

  • 2016
  • 2015
  • 2013
  • 2009
  • 2007
  • Research Center for Information Technology Innovation, Academia Sinica

    Postdoctoral fellow (August 2015 to July 2016)

  • Graduate Institute of Communication Engineering, National Taiwan University

    Received my PhD degree (2010-2015)
    Dissertation: Sampling, Generation, and Application of Social Networks

  • Department of Computer Science, University of Illinois at Chicago

    Visiting scholar (September 2013 to August 2014)

  • Graduate Institute of Electrical Engineering, National Taiwan University

    Received my MS degree (2007-2009)
    Thesis: A Novel System Structure for Video Upsampling on Mobile Devices pdf

  • Department of Electrical Engineering, National Taiwan University

    Received my BS degree (2003-2007)

MY PORTFOLIO


PROFESSIONAL ACTIVITIES

PC Member


International Joint Conferences on Artificial Intelligence (IJCAI), 2016
ACM Multimedia Conference (ACM-MM), 2016
Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2016
International Conference on Information, Process, and Knowledge Management (eKNOW), 2017
NST-ITCOM, 2017-2018
Workshop on Big Data Analytics for Enhancing Public Transport (BigTransport), 2017
Pacific Asia Knowledge Discovery and Data Mining (PAKDD), 2018
IEEE Global Communications Conference (Globecom), 2018
AAAI Conference on Artificial Intelligence (AAAI), 2019


Area Chair


IEEE International Conference on Visual Communications and Image Processing (VCIP 2018)


Publication Chair


Conference on Technologies and Applications of Artificial Intelligence (TAAI 2017)


Referee for Journals


Reviewer, IEEE Transactions on Knowledge and Data Engineering, 2016
Reviewer, IEEE Transactions on Services Computing, 2016
Reviewer, IEEE Transactions on Multimedia, 2016-2017
Reviewer, IEEE/ACM Transactions on Networking, 2016
Reviewer, Data and Knowledge Engineering, 2015
Reviewer, Knowledge and Information Systems, 2015-2017
Reviewer, ACM Computing Surveys (ACM CSUR), 2017
Reviewer, Data, 2017
Reviewer, Journal of Visual Communication and Image Representation (JVCI), 2017-2018
Reviewer, International Journal of Geo-Information (ISPRS), 2018
Reviewer, Algorithms, 2018


Publications


Journal Articles
[6] H.-H. Shuai, C.-Y. Shen, D.-N. Yang, Y.-F. Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, “A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining,” volume 30, issue 7, pages 1212-1225, July 2018.
[5] H.-H. Shuai, D.-N. Yang, C.-Y. Shen, P. S. Yu, and M.-S. Chen, “QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee,” IEEE Trans. on Big Data, volume 4, issue 1, pages 90-104, March 2018.
[4] C.-C. Chen, M.-S. Chen, and H.-H. Shuai, “Distributed and Scalable Sequential Pattern Mining through Stream Processing,” Knowledge and Information Systems Volume 53, Issue 2, pages 365-390, November 2017.
[3] H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, “A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee,” IEEE Trans. on Knowledge and Data Engineering, volume 28, number 1, pages 2-16, 2016.
[2] Y.-C. Lin, D.-N. Yang, H. H. Shuai, and M.-S. Chen, “Data Acquisition for Probabilistic Nearest-Neighbor Query,” IEEE Trans. on Knowledge and Data Engineering, volume 27, number 2, pages 410-427, February 2015.
[1] H.-H. Shuai, D.-N. Yang, W.-H. Cheng, and M.-S. Chen, “MobiUP: An Upsampling-Based System Architecture for High-Quality Video Streaming on Mobile Devices,” IEEE Trans. on Multimedia, volume 13, number 5, pages 1077-1091, October 2011.

Conference Papers
[18] Hong-Han Shuai, Yen-Chieh Lien, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, and Philip S. Yu, “Newsfeed Filtering and Dissemination for Behavioral Therapy on Social Network Addictions,” ACM International Conference on Information and Knowledge Management (CIKM), 2018. (Research Track Full Paper, accepting rate = 17%)
[17] Hong-Han Shuai, Cheng-Ming Tsai, Yun-Jui Hsu, and Ta-Che Hsiao, “On Accelerating Multi-Layered Heterogeneous Network Representation Learning,” IEEE Global Communication Conference (Globecom), 2018. (Research Track Full Paper, Acceptance Rate=38%)
[16] Yu-Ting Wen, Wen-Chih Peng, and Hong-Han Shuai, “Maximizing Social Influence on Target Users,” Pacific Asia Knowledge Discovery and Data Mining (PAKDD), 2018. (Research Track Full Paper, Acceptance Rate=9.6% (57/592))
[15] Hong-Han Shuai, Yueh-Hsue Li, Chun-Chieh Feng and Wen-Chih Peng, “Four-Dimensional Shopping Mall: Sequential Group Willingness Optimization under VR Environments,” International World Wide Web Conference (WWW), 2018. (Demo Track)
[14] Yu-Ting Wen, Pei-Wen Yeh, Tzu-Hao Tsai, Wen-Chih Peng, and Hong-Han Shuai, “Customer Purchase Behavior Prediction from Payment Datasets,” ACM International Conference on Web Search and Data Mining (WSDM), 2018. (Research Track Paper, accepting rate = 16%)
[13] C.-H. Liao, H.-H. Shuai, and L.-C. Wang, “Preventing Eavesdrop in Heterogeneous IoT Environments via Network Coding,” IEEE Consumer Communications & Networking Conference (CCNC), 2018. (Poster)
[12] C.-Y. Shen, L.-H. Huang, D.-N. Yang, H.-H. Shuai, W.-C. Lee and M.-S. Chen, “On Finding Socially Tenuous Groups for Online Social Networks,” ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2017. Research Track Oral Paper (accepting rate = 8.6%)
[11] C.-Y. Shen, H.-H. Shuai, K.-F. Hsu, and M.-S. Chen, “Task-Optimized Group Search for Social Internet of Things,” International Conference on Extending Database Technology (EDBT), 2017. Research Track Full Paper (accepting rate = 21.8%)
[10] H.-J. Hung, H.-H. Shuai, W.-C. Lee, D.-N. Yang, J. Pei, L.-H. Huang, and M.-S. Chen, “When Social Influence Meets Item Inference,” ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016. Research Track Oral Paper (accepting rate = 8.9%)
[9] H.-H. Shuai, C.-Y. Shen, D.-N. Yang, Y.-F. Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, “Mining Social Network Data for Detecting Social Network Mental Disorders,” International World Wide Web Conference (WWW), 2016. Research Track Full Paper (accepting rate = 16%)
[8] H.-H. Shuai, C.-Y. Shen, H.-C. Hsu, D.-N. Yang, C.-K. Chou, J.-H. Lin, and M.-S. Chen, “Revenue Maximization for Telecommunications Company with Social Viral Marketing,” IEEE International Conference on Big Data (BigData), 2015. (regular)
[7] C.-Y. Shen, H.-H. Shuai, D.-N. Yang, Y.-F. Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, “Forming Online Support Groups for Cognitive Behavior-Related Addictions,” ACM International Conference on Information and Knowledge Management (CIKM), 2015. Research Track Full Paper (accepting rate = 20%)
[6] H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Auto-Sizing Group Optimization for Activity Organization," Pacific Asia Knowledge Discovery and Data Mining (PAKDD), 2015. (accepting rate = 22%)
[5] J. Zhang, X. Shi, X. Kong, H.-H. Shuai, P. S. Yu, "Discovering Organizational Correlations from Twitter," International Workshop on Domain Driven Data Mining in IEEE International Conference on Data Mining (ICDM-DDDM), 2014.
[4] L. He, H.-H. Shuai, X. Kong, P. S. Yu, Z. Hao, and X. Yang, "Low-Density Cut based Tree Decomposition for Large-Scale SVM Problems," IEEE International Conference on Data Mining (IEEE ICDM), December 2014. (accepting rate = 19%)
[3] C.-T. Lu, H.-H. Shuai, P. S. Yu, "Identifying Your Customers in Social Networks," ACM International Conference on Information and Knowledge Management (CIKM), 2015. Research Track Full Paper (accepting rate = 21%)
[2] H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Willingness Optimization for Social Group Activity," International Conference on Very Large Data Bases (VLDB), August 2014. (Research Track Full Paper)
[1] H.-H. Shuai, D.-N. Yang, P. S. Yu, C. -Y. Shen, and M.-S. Chen, "On Pattern Preserving Graph Generation," IEEE International Conference on Data Mining (IEEE ICDM), December 2013. Research Track Full Paper (accepting rate = 11.6%)