王乐业

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王乐业

职称:助理教授

研究所:软件研究所

研究领域:城市感知计算

办公电话:86-10-62757008

电子邮件:leyewang@pku.edu.cn

个人主页:

主要研究方向

城市群智感知,隐私保护下的城市数据挖掘,城市迁移学习


科研/教育经历

2018-至今,助理教授(博导),北京大学
2016-2018,博士后,香港科技大学
2012-2016,博士,法国南巴黎电信学院/巴黎第六大学
2009-2012,硕士,北京大学
2005-2009,学士,北京大学


研究成果概况

王乐业,北京大学信息科学技术学院计算机科学技术系助理教授,博导。2016年博士毕业于法国南巴黎电信学院及巴黎第六大学,2016至2018年于香港科技大学从事博士后研究工作。研究方向为群智感知及城市时空数据分析。发表国际会议及期刊论文50余篇,Google Scholar统计引用1500余次,包括普适计算、数据挖掘、人工智能等相关会议期刊,如UbiComp, WWW, AAAI,IJCAI, Artificial Intelligence等。




主要科研项目:

1.        国家自然科学基金面上项目,61972008,城市计算中的跨城市群智知识迁移,2020/01-2023/12,60万元,主持


Selected Publications

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)