Research interests

  • Spatial Algorithms, Spatial Data Structures, Location Privacy

Biography

Dr Hairuo Xie is a research fellow in the School of Computing and Information Systems at The University of Melbourne.

Recent publications

  1. Hua H, Xie H, Tanin E. Is Euclidean Distance Really that Bad with Road Networks?. 11th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS). Association for Computing Machinery Inc.. 2018. DOI: 10.1145/3283207.3283215
  2. Xie H, Kulik L, Tanin E, Zhang R, Kotagiri R, Karunasekera S, Qi J. Studying transportation problems with the SMARTS simulator. GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. 2018. DOI: 10.1145/3274895.3274939
  3. Xie H, Karunasekera S, Kulik L, Tanin E, Zhang R, Kotagiri R. A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems. 2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING). IEEE. 2017, Vol. 2017-June. DOI: 10.1109/VTCSpring.2017.8108282
  4. Bin Khunayn E, Karunasekera S, Xie H, Kotagiri R. Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation. 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Association for Computing Machinery (ACM). 2017, Vol. 2017-November. DOI: 10.1145/3139958.3140018
  5. Kotagiri R, Xie H, Kulik L, Karunasekera S, Tanin E, Zhang R, Bin Khunayn E. SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. ACM Press. 2017, Vol. 8, Issue 2. DOI: 10.1145/2898363
  6. Bin Khunayn E, Karunasekera S, Xie H, Kotagiri R. Straggler Mitigation for Distributed Behavioral Simulation. 2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017). IEEE Computer Society. 2017. Editors: Lee K, Liu L. DOI: 10.1109/ICDCS.2017.165
  7. Aldwyish A, Xie H, Tanin E, Karunasekera S, Kotagiri R. Using a Traffic Simulator for Navigation Service. 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Association for Computing Machinery (ACM). 2017, Vol. 2017-November. DOI: 10.1145/3139958.3139998
  8. Nguyen U, Karunasekera S, Kulik L, Tanin E, Zhang R, Zhang H, Xie H, Kotagiri R. A Randomized Path Routing Algorithm for Decentralized Route Allocation in Transportation Networks. 8th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS). 2015, Vol. Part F133190. DOI: 10.1145/2834882.2834886
  9. Tanin E, Xie H. Count or Not to Count: Counting Challenges for Big Spatial Data Analytics. 2015 Workshop on Large-Scale and Distributed System for Information Retrieval (LSDS-IR). 2015. DOI: 10.1145/2809948.2809954
  10. Wang XM, Leckie C, Xie H, Vaithianathan T. Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Springer Verlag. 2015, Vol. 9077. Editors: Cao T, Lim EP, Zhou ZH, Ho TB, Cheung D, Motoda H. DOI: 10.1007/978-3-319-18038-0_38
  11. Xie H, Tanin E, Kulik L, Scheuermann P, Trajcevski G, Fanaeepour M. Euler Histogram Tree: A Spatial Data Structure for Aggregate Range Queries on Vehicle Trajectories. 7th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS). 2014. Editors: Chen X. DOI: 10.1145/2674918.2674921
  12. Xie H, Kulik L, Tanin E. Privacy-aware collection of aggregate spatial data. DATA & KNOWLEDGE ENGINEERING. Elsevier. 2011, Vol. 70, Issue 6. DOI: 10.1016/j.datak.2011.03.007
  13. Xie H, Kulik L, Tanin E. Privacy-Aware Traffic Monitoring. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. IEEE - Institute of Electrical and Electronic Engineers. 2010, Vol. 11, Issue 1. DOI: 10.1109/TITS.2009.2028872
  14. Tanin E, Shneiderman B, Xie H. Browsing large online data tables using generalized query previews. INFORMATION SYSTEMS. Pergamon. 2007, Vol. 32, Issue 3. DOI: 10.1016/j.is.2005.12.006
  15. Xie H, Tanin E, Kulik L. Distributed histograms for processing aggregate data from moving objects. MDM 2007 - 8th International Conference on Mobile Data Management. 2007. DOI: 10.1109/MDM.2007.30

View a full list of publications on the University of Melbourne’s ‘Find An Expert’ profile