Hui-Ju Hung

Hi! I am a PhD candidate in Department of Computer Science and Engineering, Penn State University, and I will graduate in Spring 2024. I am working under the supervision of Prof. Wang-Chien Lee. My primary research is in the area of social network analysis and data mining. Some of my work has been published in ACM KDD, ACM CIKM, IEEE ICDCS, and IEEE GLOBECOM. Refer my CV, DBLP and Google Scholar for my full publication.

See my work

Publication

Conference

  • H.-J. Hung, W.-C. Lee, C.-Y. Shen, F. He, and Z. Lei. Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving. To appear in PAKDD 2024, Taipei, Taiwan.
  • H.-J. Hung, W.-C. Lee, T.-Y. Fu, C.-Y. Shen, and Z. Lei. Learning to Solve Combinatorial Optimization Problems on Graphs with State-Aware Multi-Relation Aggregation. To appear in SAC 2024, Avila, Spain.
  • H.-J. Hung, W.-C. Lee, D.-N. Yang, C.-Y. Shen, Z. Lei, and S.-M. Chow. Efficient Algorithms Towards Network Intervention. In the Web Conference (WWW) 2020, Taipei, Taiwan.
  • K.-H Tsai, Y.-S Wang, H.-Y Kuo, J.-Y Tsai, C.-C Chang, H.-J. Hung, H.-H Shuai. Multi-source Learning for Sales Prediction. In TAAI, 2017. (Best Paper Award)
  • H.-J. Hung, H.-H. Shuai, D.-N. Yang, L.-H. Huang, W.-C. Lee, J. Pei, and M.-S. Chen. When Social Influence Meets Item Inference. In KDD 2016, San Francisco, CA, USA.
  • H.-J. Hung, D.-N. Yang, and W.-C. Lee. Routing and Scheduling of Social Influence Diffusion in Online Social Networks. In ICDCS 2016, Nara, Japan.
  • L.-H. Huang, H.-J. Hung, C.-C. Lin, and D.-N. Yang. Scalable and Bandwidth-Efficient Multicast for Software-Defined Networks. In GLOBECOM 2014, Austin, TX, USA. (Best 50 Papers)
  • H.-J. Hung, D.-N. Yang, and W.-C. Lee. Social Influence-Aware Reverse Nearest Neighbor Search. DSAA 2014, Shanghai, China.
  • D.-N. Yang, H.-J. Hung, W.-C. Lee, and W. Chen. Maximizing Acceptance Probability for Active Friending in Online Social Networks. In KDD 2013, Chicago, IL, USA. (Featured by MIT Technical Review, ACM TechNews, Phys.org, Popsci.com, Inquisitr.com).
  • G. Ference, W.-C. Lee, H.-J. Hung, and D.-N. Yang. Spatial Search for K Diverse-near Neighbors. In CIKM 2013, San Francisco, CA, USA.
  • D.-N. Yang, W.-C. Lee, N.-H. Chia, M. Ye, and H.-J. Hung. On Bundle Configuration for Viral Marketing in Social Networks. In CIKM 2012, Maui, HI, USA.

Journal

  • H.-J. Hung, T.-Y. Ho, S.-Y. Lee, C.-Y. Yang, and D.-N. Yang (2017). Relay Selection for Heterogeneous Cellular Networks with Renewable Green Energy Sources. IEEE Transactions on Mobile Computing, 17(3), 661-674.
  • H.-J. Hung, D.-N. Yang, and W.-C. Lee (2016). Social Influence-Aware Reverse Nearest Neighbor Search. ACM Transactions on Spatial Algorithms and Systems (TSAS), 2(3), 1-35.

Education

  • The Pennsylvania State University (PSU), State College, PA, USA (2014 - 2024)
    Ph.D, Computer Science and Engineering (GPA: 3.84/4.00)
  • National Taiwan University (NTU), Taipei, Taiwan (2009 - 2011)
    M.S., Computer Science and Information Engineering (GPA: 4.00/4.00)
  • National Tsing Hua University (NTHU), Hsinchu, Taiwan (2005 - 2009)
    B.S., Computer Science (GPA: 3.81/4.00)

Honor

  • SIGAPP Student Travel Award, 2024
  • Student Travel Award (WWW), 2020
  • TAAI Best Paper Award, 2017
  • Student Scholarship for ACM’s Celebration of 50 Years of the Turing Award (sponsered by SIGKDD), 2017
  • Student Travel Award (KDD), 2016
  • Student Travel Award (ICDCS), 2016
  • GLOBECOM Best Paper Candidate (Best 50 Papers), 2014
  • Excellent Teaching Assistant Award, NTU, 2010
    Course: System Programming (Instructor: Prof. Pu-Jen Cheng)
  • Academic Achievement Award, NTHU, 2009
  • Ninth Place in ACM-ICPC Asia Region Kuala Lumpur Site, 2008
  • Seventh Place in ACM-ICPC Asia Region Taipei Site, 2008
  • Honorable Mention in National Collegiate Programming Contest, 2008
  • Fifth Place in Tsinghua-HKUST Programming Contest, 2008
  • Scholarship for Excellent EECS Students (Junior), NTHU, 2008
  • Travel Award from ITCSC Winter School, Chinese University of Hong Kong, 2008
  • Fifth Place in ACM-ICPC Asia Region Singapore Site, 2007
  • Runner Up in Cluster Challenges in ACM/IEEE Supercomputing (SC’07), 2007
  • Second Place in National Collegiate Programming Contest, 2007
  • Third Place in Tsinghua-HKUST Programming Contest, 2007
  • Honorable Mention in National Collegiate Programming Contest, 2006
  • Honorable Mention in ACM-ICPC Asia Region Kaohsiung Site, 2006
  • Scholarship for Excellent EECS Students (Freshman), NTHU, 2005
  • Forth Place in National Problem Solving Contest, 2004
    Held by NTU for high school students

Academic Services

PC member

  • Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  • IEEE Global Communications Conference (Globecom)

Reviewer

  • ACM Transactions on Intelligent Systems and Technology (TIST)
  • IEEE/ACM Transactions on Networking (TON)
  • IEEE Transactions on Services Computing (TSC)
  • IEEE Transactions on Parallel and Distributed Systems (TPDS)

Contact Me

  1. Email: hzh131@psu.edu