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?. Proceedings of the 11th ACM SIGSPATIAL International Workshop on Computational Transportation Science - IWCTS'18. ACM Press. 2018, pp. 11-20. DOI: 10.1145/3283207.3283215
  2. Xie, H.; Kulik, L.; Tanin, E.; Zhang, R.; Ramamohanarao, K.; Karunasekera, S.; Qi, J. Studying transportation problems with the SMARTS simulator. Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL '18. ACM Press. 2018, pp. 580-583. DOI: 10.1145/3274895.3274939
  3. Xie, H.; Karunasekera, S.; Kulik, L.; Tanin, E.; Zhang, R.; Ramamohanarao, K. 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.; Ramamohanarao, K. Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation. Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL'17. Association for Computing Machinery (ACM). 2017, Vol. 2017-November. DOI: 10.1145/3139958.3140018
  5. Ramamohanarao, K.; 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. ASSOC COMPUTING MACHINERY. 2017, Vol. 8, Issue 2. DOI: 10.1145/2898363
  6. Bin Khunayn, E.; Karunasekera, S.; Xie, H.; Ramamohanarao, K. Straggler Mitigation for Distributed Behavioral Simulation. 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS). IEEE COMPUTER SOC. 2017, pp. 2638-2641. DOI: 10.1109/ICDCS.2017.165
  7. Aldwyish, A.; Xie, H.; Tanin, E.; Karunasekera, S.; Ramamohanarao, K. Using a Traffic Simulator for Navigation Service. Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL'17. Association for Computing Machinery (ACM). 2017, Vol. 2017-November. DOI: 10.1145/3139958.3139998
  8. Nguyen, UTV.; 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. Proceedings of the 8th ACM SIGSPATIAL International Workshop on Computational Transportation Science - IWCTS'15. ACM. 2015, pp. 15-20. DOI: 10.1145/2834882.2834886
  9. Tanin, E.; Xie, H. Count or Not to Count: Counting Challenges for Big Spatial Data Analytics. Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval - LSDS-IR '15. ACM. 2015, pp. 13-14. DOI: 10.1145/2809948.2809954
  10. Wang, X.; Leckie, C.; Xie, H.; Vaithianathan, T. Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). SPRINGER-VERLAG BERLIN. 2015, Vol. 9077, pp. 486-497. 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. Proceedings of the 7th ACM SIGSPATIAL International Workshop on Computational Transportation Science - IWCTS '14. ACM. 2014, pp. 18-24. DOI: 10.1145/2674918.2674921
  12. Xie, H.; Kulik, L.; Tanin, E. Privacy-aware collection of aggregate spatial data. Data & Knowledge Engineering. ELSEVIER SCIENCE BV. 2011, Vol. 70, Issue 6, pp. 576-595. 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-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2010, Vol. 11, Issue 1, pp. 61-70. 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-ELSEVIER SCIENCE LTD. 2007, Vol. 32, Issue 3, pp. 402-423. DOI: 10.1016/j.is.2005.12.006
  15. Xie, H.; Tanin, E.; Kulik, L. Distributed histograms for processing aggregate data from moving objects. Proceedings of the 8th International Conference on Mobile Data Management. Conference and Custom Publishing. 2007, pp. 152-157. DOI: 10.1109/MDM.2007.30

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