Hui-Ju Hung

Conference

• H.-J. Hung, W.-C. Lee, C.-Y. Shen, F. He, and Z. Lei. Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving. 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. 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 (2018). 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.

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

• PAKDD Student Travel Award, 2024
• 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

Teaching

I gained extensive experience as a teaching assistant for various classes, including programming contests, system programming, web retrieval and mining, database management systems, and data structures and algorithms. I notably delivered weekly practice lectures on data structures and algorithms while assisting with those courses. My dedication to teaching was recognized with the Excellent Teaching Assistant award while assisting the system programming class at National Taiwan University.

Interdisciplinary Collaboration

I worked with Prof. Sy-Miin Chow in the Department of Human Development and Family Studies at The Pennsylvania State University. This collaboration fostered my interdisciplinary skills as I interacted with students from statistics and psychology backgrounds. I co-developed the publicly available R package "dynr" (Dynamic Modeling in R) during this time. This package implements efficient algorithms for handling various dynamic models and has been downloaded over 130,000 times.

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)
• Data & Knowledge Engineering (DKE)

1. Email: hjhung [at] ncu.edu.tw
2. Tel: +886-3-4227151 ext. 35335
3. Fax: +886-3-4222681
4. Office: E6-B537
5. Address: No. 300, Zhongda Rd., Zhongli District, Taoyuan City 320317, Taiwan