Yu Sun

Ph.D. Candidate

Department of Computing and Information Systems

The University of Melbourne


I am currently a fourth-year Ph.D. student at the University of Melbourne. Before commencing my Ph.D. in 2013, I worked for seven months at Nanyang Technological University. I obtained my bachelor's degree in Computer Science from Renmin University of China in 2012. Last year, I visited the Social Computing Group of Microsoft Research Asia.

My research interests include context-aware recommendation, spatial/temporal data management and visualization.

More details are in my curriculum vitae (click).


Email: yusun.aldrich AT (hint: I am using Google mail)
Address: Level 7, Room 7.06, Doug McDonell Building
The University of Melbourne, Victoria 3052, Australia

Publications


  • Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang. Collaborative Intent Prediction with Real-Time Contextual Data, ACM Transactions on Information Systems (TOIS), accepted, 2017.

  • Yingzi Wang, Nicholas Jing Yuan, Yu Sun, Fuzheng Zhang, Xing Xie, Qi Liu, Enhong Chen. A Contextual Collaborative Approach for App Usage Forecasting, UbiComp, 1247–1258, 2016. PDF  BibTex

  • Yu Sun, Nicholas Jing Yuan, Yingzi Wang, Xing Xie, Kieran McDonald, Rui Zhang. Contextual Intent Tracking for Personal Assistants, KDD, 273–282, 2016. (Best Student Paper Award)  PDF  Video  BibTex

  • Yu Sun, Rui Zhang, Andy Yuan Xue, Jianzhong Qi, Xiaoyong Du. Reverse Nearest Neighbor Heat Maps: A Tool for Influence Exploration, ICDE, 966-977, 2016. PDF  BibTex  Slides  Poster  Heatmaps for various cities

  • Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang. Collaborative Nowcasting for Contextual Recommendation, WWW, 1407-1418, 2016. PDF  BibTex  Slides

  • Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang, K-Nearest Neighbor Temporal Aggregate Queries, EDBT, 493-504, 2015. PDF  BibTex  Slides  Code

  • Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen, Xiaoyong Du, MapReduce Based Location Selection Algorithm for Utility Maximization with Capacity Constraints, Computing, 97(4): 403-423, 2015. PDF  BibTex

  • Yu Sun, Jin Huang, Yueguo Chen, Rui Zhang, Xiaoyong Du, Location Selection for Utility Maximization with Capacity Constraints, CIKM, 2154-2158, 2012. PDF  BibTex  Poster

  • Yu Sun, Jin Huang, Yueguo Chen, Xiaoyong Du, Rui Zhang, Top-k Most Incremental Location Selection with Capacity Constraint, WAIM, 165-171, 2012. PDF  BibTex  Slides

  • Qiuyue Wang, Yantao Gan, Yu Sun, RUC @ INEX 2011 Data-Centric Track, INEX, 167-179, 2011. PDF  BibTex

Awards & Teaching


  • Best Student Paper Award (Applied Data Science), The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’16), 2016

  • International Postgraduate Research Scholarship (IPRS) of Australia (~35 prizewinners per year in the University of Melbourne), 2013-2016

  • Australian Postgraduate Award, 2013-2016

  • KDD/ICDE/WWW Student Travel Awards, 2016

  • Google PhD Travel Scholarships, 2015, 2016

  • Melbourne Abroad Travelling Scholarship, 2015, 2016.



  • 2016 Semester 1: Teaching Assistant (head), COMP90050 Advanced Database Systems

  • 2016 Semester 1: Lab Demonstrator, COMP90041 Programming and Software Development

  • 2014 Semester 2: Teaching Assistant (head), COMP90038 Algorithms and Complexity

  • 2014 Semester 1: Teaching Assistant, COMP90038 Algorithms and Complexity

  • 2013 Semester 2: Marking Assistant, COMP90038 Algorithms and Complexity

SOFTWARE


  • FuelPriceShare: Find nearby fuel stations and competitive fuel prices   Demo  Server-Code  Mobile-Code

  • GraphPart: Partition a graph (e.g., road networks) with natural cuts   Demo  Code

  • TrejShow: Print trajectories on a map for better visualization and comparison   Demo  Code

  • Route: Reconstruct a trajectory with the shortest route between uniformly sampled data points   Demo  Code

Professional Services


  • External Reviewer: AAAI 2017, UbiComp 2016, IEEE/ACM ASONAM 2016, KDD 2016, IJCAI 2016, WWW 2016, SDM 2016, MDM 2016, WAIM 2016, SIGMOD 2015, SSTD 2015, ApWeb 2015, UrbComp 2015, CCF Big Data 2015, DASFAA 2013

  • Journal Reviewer: Transactions on Knowledge and Data Engineering, Pervasive and Mobile Computing, Transactions on Intelligent Systems and Technology, Journal of Systems and Software, International Journal of Knowledge Management