Publication

Publications (DBLP, Google Scholar)

Preprint:

  • Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, and Michael Kirley. Boosting Ant Colony Optimization via Solution Prediction and Machine Learning, arXiv.

Full research papers

  1. Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao. Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.

(CCF A) SIGMOD 2021. pp 1906-1919. Paper

  1. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong. A Survey on Trajectory Data Management, Analytics, and Learning,

ACM Computing Surveys. 54(2) 39:1-39:36. Paper

  1. Sheng Wang, Yuan Sun, Zhifeng Bao. On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection.

(CCF A) PVLDB, 14(2): pp 163-175, 2021. Paper, code, Poster New

  1. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin. Fast Large-Scale Trajectory Clustering.

(CCF A) PVLDB, 13(1): pp 29-42, 2019. Paper, code

  1. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin. Torch: A Search Engine for Trajectory Data.

(CCF A) SIGIR 2018, pp 535-544, Ann Arbor Michigan, U.S.A. Paper, Slides, Code, System.

  1. Sheng Wang, Zhifeng Bao, Shixun Huang, and Rui Zhang. A Unified Processing Paradigm for Interactive Location-based Web Search.

(CCF B) WSDM 2018, pp 601-609, Los Angeles, U.S.A. Paper

  1. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, and Gao Cong. Reverse k Nearest Neighbor Search over Trajectories.

(CCF A) IEEE Transactions on Knowledge and Data Engineering (TKDE), 30(4): pp 757-771, 2018. Paper

  1. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, and Xiaolin Qin. Answering Top-k Exemplar Trajectory Queries.

(CCF A) ICDE 2017, pp 597-608, San Diego, U.S.A. Paper, Slides

  1. Sheng Wang, Xiaolin Qin, Zhifeng Bao, and Bohan Li. Tide-tree: a Self-tuning Indexing Scheme for Hybrid Storage System. World Wide Web Journal, 2017, 20 (5), 1017-1045.(CCF B).

  2. Munkh-Erdene Yadamjav, Sheng Wang, Zhifeng Bao, and Bang Zhang. Boosting Point-Based Trajectory Search with Quad-Tree. ADC 2017, pp 29-41, Brisbane, Australia. (Best Paper Award) Paper

  3. Sheng Wang, Xiaolin Qin, Yao Shen, Bohan Li, and Wenhao Shi . Research on Durable CSB+-Tree Indexing Technology. Journal of Frontiers of Computer Science and Technology, 2015, 9(2): 182-192.

  4. Shen Yao, Xiaolin Qin, Sheng Wang, and Ning Wang. An Energy Management Strategy on IaaS. Journal of Computational Information Systems, 2014, 10(17): 7369-7381.

  5. Shen Yao, Ping Lu, Xiaolin Qin, Yuming Qian, and Sheng Wang. "Efficient Query Algorithm of Coallocation-Parallel-Hash-Join in the Cloud Data Center." In International Conference on Cloud Computing and Security, 2015, pp. 306-320, Nanjing, China. (Best Paper Award)

  6. Wenhao Shi, Guohua Jiang, Xiaolin Qin, Sheng Wang. Access control model research for HDFS based on user trust value. Journal of Frontiers of Computer Science and Technology, 2016, 10(1)：25-35.

Demo papers and extended abstract

  1. Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin. Intelligent Traffic Analytics: From Monitoring to Controlling. ACM WSDM Demo 2019, Melbourne, Australia. (CCF B).

  2. Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomoy, Xiaolin Qin. Trip Planning by an Integrated Search Paradigm. ACM SIGMOD 2018, pp 1673-1676, Demo, Houston, U.S.A. (CCF A). Paper, Poster

  3. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, and Gao Cong. Reverse k Nearest Neighbor Search over Trajectories (Extended abstract). IEEE ICDE 2018, pp 1785-1786, Paris, France. (CCF A) Poster

  4. Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, and Mark Sanderson, Munkh-Erdene Yadamjav. Interactive Trip Planning Using Activity Trajectories. ADCS 2016, pp 77-80, Caulfield, Australia. Paper