个人简介
成雨蓉,北京理工大学计算机学院预聘副教授(特别研究员),博士生导师。中国计算机学会优秀博士论文提名奖获得者。2012年和2017年分别于东北大学计算机科学与工程学院获得学士和博士学位。先后于香港科技大学、北京理工大学担任助理研究员和博士后研究员。主要研究方向包括时空数据分析、众包数据管理与分析、联邦学习、数据共享、图数据管理、知识图谱查询与分析等。至今已发表包括TPDS、TKDE、KDD、VLDB、ICDE等CCF A类期刊或会议在内的相关学术论文近20篇。曾主持或参与8项纵向课题的研究。多次担任各类顶级期刊及会议评审,如TPDS, TKDE, WWWJ, SIGKDD, CIKM等。
承担科研情况
国家自然科学基金青年项目,超空间众包数据管理关键技术,2020/01-2022/12
第63批中国博士后科学基金面上资助二等资助,面向空间众包的双重体验规划查询的研究,2018/09-2020/09
研究领域
时空数据分析、众包数据管理与分析、联邦学习、数据共享、图数据管理、知识图谱查询与分析等
近期论文
查看导师新发文章
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Yurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan, Guoren Wang, Lei Chen. Real-Time Cross Online Matching in Spatial Crowdsourcing. In ICDE 2020 (To appear). (CCF A类会议).
Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang. Event-Participant and Incremental Planning over Event-Based Social Networks. IEEE Trans. Knowl. Data Eng (TKDE). (Online Publication). (CCF A类期刊)
Yurong Cheng, Lei Chen, Ye Yuan, Guoren Wang: Rule-Based Graph Repairing: Semantic and Efficient Repairing Methods. In Proc. the 34th International Conference on Data Engineering (ICDE 2018), 773-784. (CCF A类会议)
Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang. Complex Event-Participant Planning and Its Incremental Variant. In Proc. the 33th International Conference on Data Engineering (ICDE 2017), 859-870. (CCF A类会议).
Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang, Christophe G. Giraud-Carrier, Yongjiao Sun. DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs. IEEE Transactions on Parallel Distributed System (TPDS), 2016, 27(11): 3172-3185. (CCF A类期刊).
Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen: Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms. In Proc. the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2019), 1643-1653. (CCF A类会议)
Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen: Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms. IJCAI 2020: 1279-1287. (CCF A类会议)
成雨蓉, 王国仁, 李博扬, 袁野. 基于事件的社交网络上的双边偏好稳态规划. 软件学报, 2019, (03): 573-588.
Yurong Cheng, Ye Yuan, Jiayu Li, Lei Chen, Guoren Wang. Keyword Query over Error-Tolerant Knowledge Bases. Journal of Computer Science and Technology, 2016, 31(4): 702-719. (CCF B类期刊,SCI,计算机学报英文版).
Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang. Threshold-Based Shortest Path Query over Large Correlated Uncertain Graphs. Journal of Computer Science and Technology. 2015, 30(4): 762-780. (CCF B类期刊,SCI,计算机学报英文版)