Research Interests: Crowdsensing, Urban Computing
Office Phone: 86-10-6275 7008
Leye Wang is an assistant professor at Key Lab of High Confidence Software Technologies, Department of Computer Science & Technology, Peking University, China. His research interests include ubiquitous computing, mobile crowdsensing, and urban computing. Wang received a Ph.D. in computer science from the Institut Telecom SudParis and University Paris 6, France, in 2016, and was a postdoc researcher with Hong Kong University of Science and Technology. He has published 50+ papers and received 1500+ citations according to Google Scholar.
L. Wang, D. Yang, X. Han, D. Zhang, X. Ma, “Mobile Crowdsourcing Task Allocation with Differential-and-Distortion Geo-Obfuscation”. IEEE Trans. Dependable and Secure Computing, online. (CCF A)
L. Wang, X. Geng, X. Ma, F. Liu, Q. Yang. “Cross-City Transfer Learning for Deep Spatiotemporal Prediction”. IJCAI 2019. (CCF A)
L. Wang, X. Geng, X. Ma, D. Zhang, Q. Yang, “Ridesharing Car Detection by Transfer Learning”. Elsevier Artificial Intelligence 273: 1-18 (2019). (CCF A)
L. Wang, G. Qin, D. Yang, X. Han, X. Ma. “Geographic Differential Privacy for Mobile Crowd Coverage Maximization”. AAAI 2018: 200-207. (CCF A)
L. Wang, B. Guo, Q. Yang, “Smart City Development with Urban Transfer Learning”. IEEE Computer 51(12): 32-41 (2018).
L. Wang, D. Zhang, D. Yang, A. Pathak, C. Chen, X. Han, H. Xiong, Y. Wang, “SPACE-TA: Cost- Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing”. ACM Trans. Intelligent Systems and Technology 9(2): 20:1-20:28 (2018).
L. Wang, D. Yang, X. Han, T. Wang, D. Zhang, X. Ma. “Location Privacy-Preserving Task Allocation in Mobile Crowdsensing with Differential Geo-Obfuscation”. WWW 2017: 627-636. (CCF A)
L. Wang, D. Zhang, H. Xiong, J. P. Gibson, C. Chen, B. Xie. “ecoSense: Minimize Participants’ Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays”. IEEE Trans. Systems, Man, and Cybernetics: Systems 47(6): 965-978 (2017).
L. Wang, D. Zhang, Y. Wang, C. Chen, X. Han, A. Mhamed. “Sparse Mobile Crowdsensing: Challenges and Opportunities”. IEEE Comm. Mag. 54(7): 161-167 (2016). (100+ citations)
L. Wang, D. Zhang, D. Yang, B. Y. Lim, X. Ma. “Differential Location Privacy in Sparse Mobile Crowdsensing”. ICDM 2016: 1257-1262.
L. Wang, D. Zhang, Z. Yan, H. Xiong, B. Xie. “effSense: A Novel Mobile Crowdsensing Framework for Energy-Efficient and Cost-Effective Data Uploading”. IEEE Trans. Systems, Man, and Cybernetics: Systems 45(12): 1549-1563 (2015).
L. Wang, D. Zhang, A. Pathak, C. Chen, H. Xiong, D. Yang, Y. Wang. “CCS-TA: Quality-Guaranteed Online Task Allocation in Compressive Crowdsensing”. UbiComp 2015: 683-694. (CCF A)
D. Zhang, L. Wang, H. Xiong, B. Guo. “4W1H in Mobile Crowd Sensing”. IEEE Comm. Mag. 52(8): 42-48 (2014). (100+ citations)