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个人简介

复旦大学特聘教授,博士生导师,中国计算机学会会士,中国人工智能学会会士。于复旦大学获得计算机科学学士、硕士学位,于美国南加州大学获得计算机科学博士学位。曾在美国乔治梅森大学、美国佛蒙特大学、美国国家科学基金会任职,任终身职正教授、Dorothean冠名教授、项目主管等职。主要研究方向包括大数据分析及系统,主持或曾主持国家重点研发计划项目、NSFC重点项目等20余项,发表论文百余篇,曾获得美国NSF的CAREER Award,现任IEEE ICDE会议系列、IEEE BigComp会议系列指导委员会委员,曾任Springer DSE期刊主编,IEEE ICDE 2012及ACM CIKM 2014总主席,WAIM会议系列指导委员会主席等。

研究领域

Big Data and AI Software Systems Database Management Systems Data Security and Privacy

近期论文

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Siyuan Zhang, Zhenying He, Yinan Jing, Kai Zhang, and X. Sean Wang: MWP: Multi-Window Parallel Evaluation of Regular Path Queries on Streaming Graphs. SIGMOD 2024. Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, and X. Sean Wang: Learning-based Sample Tuning for Approximate Query Processing in Interactive Data Exploration. TKDE 2024. Yuankai Fan, Zhenying He, Tonghui Ren, Can Huang, Yinan Jing, Kai Zhang, and X. Sean Wang: MetaSQL: A Generate-and-rank Framework for Natural Language to SQL Translation. ICDE 2024. Yangming Lv, Kai Zhang, Ziming Wang, Xiaodong Zhang, Rubao Lee, Zhenying He, Yinan Jing, and X. Sean Wang: RTScan: Efficient Scan with Ray Tracing Cores. VLDB 2024. Yimeng Qiao, Yinan Jing, Hanbing Zhang, Zhenying He, Kai Zhang, and X. Sean Wang: BlinkViz: Fast and Scalable Approximate Visualization on Very Large Datasets using Neural-Enhanced Mixed Sum-Product Networks. In Proceedings of the ACM Web Conference 2023 (WWW ’23), May 1–5, 2023, Austin, TX, USA. 王嵩立,荆一楠,何震瀛,张凯,王晓阳: 支持混合事务和分析处理的数据库管理系统综述. 软件学报, 2023. Yuankai Fan, Tonghui Ren, Dianjun Guo, Zhigang Zhao, Zhenying He, X. Sean Wang, Yu Wang, Tao Sui: An Integrated Interactive Framework for Natural Language to SQL Translation. WISE 2023. Zeyu Wang, Zhenying He, Peng Wang, Yang Wang, Wei Wang: Static and Streaming Discovery of Maximal Linear Representation Between Time Series. TKDE. Tianhuan Yu, Zhenying He, Zhihui Yang, Fei Ye, Yuankai Fan, Yinan Jing, Kai Zhang, X. Sean Wang: Zebra: A novel method for optimizing text classification query in overload scenario. WWWJ 26(3): 905-931 (2023). Xiaoyu Han, Fei Ye, Zhenying He, X. Sean Wang, Yingze Song, Clement Liu: RpDelta: Supporting UCR-Suite on Multi-versioning Time Series Data. DASFAA 2023. Yuankai Fan, Tonghui Ren, Zhenying He, X. Sean Wang, Ye Zhang, Xingang Li: GENSQL: A Generative Natural Language Interface to Database Systems. ICDE 2023. Yuankai Fan, Zhenying He, Tonghui Ren, Dianjun Guo, Lin Chen, Ruisi Zhu, Guanduo Chen, Yinan Jing, Kai Zhang, X.Sean Wang: GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation. ICDE 2023. Qixiang Chen, Zhijun Chen, Kai Zhang, X. Sean Wang: CLIC: An Extensible and Efficient Cross-Platform Data Analytics System. IEEE Trans. Parallel Distributed Syst. 35(1): 34-45 (2024). 荆一楠 ,张寒冰,李智鑫 ,王晓阳 ,吴杰,柴洪峰: 面向金融场景的下一代数据库测试基准研究[J]. 中国工程科学,2022,24(4):121-132. Haoyuan Chen, Fei Ye, Yuankai Fan, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang: Staged query graph generation based on answer type for question answering over knowledge base. Knowl. Based Syst. 253: 109576 (2022) Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang: Optimizing Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15(10): 2032-2044 (2022) Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang: Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15(12): 3734-3737 (2022) Hang Zhao, Hanbing Zhang, Yinan Jing, Kai Zhang, Zhenying He, X. Sean Wang: Revisiting Approximate Query Processing and Bootstrap Error Estimation on GPU. DASFAA (1) 2022: 72-87pdf Wenyuan Bi, Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang: Learning-Based Optimization for Online Approximate Query Processing. DASFAA (1) 2022: 96-103pdf Tianyu Xia, Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang: CrossIndex: Memory-Friendly and Session-Aware Index for Supporting Crossfilter in Interactive Data Exploration. DASFAA (1) 2022: 476-492pdf Weili Han, Ming Xu, Junjie Zhang, Chuanwang Wang, Kai Zhang, X. Sean Wang: TransPCFG:Transferring the Grammars From Short Passwords to Guess Long Passwords Effectively. IEEE Trans. Inf. Forensics Secur. 16: 451-465 (2021).pdf Yazhong Zhang, Hanbing Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang : Parrot: A Progressive Analysis System on Large Text Collections. Data Science and Engineering, 2021, 6(1): 1-19.pdf Qianfeng Gao, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang: VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent Relations Between Visualizations. DASFAA (3) 2021: 244-261.(Best Paper Runner-Up)pdf Xiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang: Incrementally Finding the Vertices Absent from the Maximum Independent Sets. PAKDD (1) 2021: 421-433. Zhenying He, Lu Wang, Chang Lu, Yinan Jing, Kai Zhang, Weili Han, Jianxin Li, Chengfei Liu, X. Sean Wang: Efficiently answering top-k frequent term queries in temporal-categorical range,Information Sciences,Volume 574,2021,Pages 238-258,ISSN 0020-0255.pdf Weili Han,Chang Cao,Hao Chen,Dong Li,Zheran Fang, Wenyuan Xu, X. Sean Wang: senDroid: Auditing Sensor Access in Android System-Wide.IEEE Trans. Dependable Secur. Comput. 17(2): 407-421 (2020). Yaoliang Chen, Shi Chen, Jiao Liang, Lance Feagan, Weili Han, Sheng Huang, X. Sean Wang: Decentralized data access control over consortium blockchains. Inf. Syst. 94: 101590 (2020). Linwei Li, Kai Zhang, Jiading Guo, Wen He, Zhenying He, Yinan Jing, Weili Han, X.Sean Wang: BinDex: A Two-Layered Index for Fast and Robust Scans. SIGMOD 2020. Hanbing Zhang, Yazhong Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang: An Agile Sample Maintenance Approach for Agile Analytics.ICDE 2020. Zhigang Wu, Yinan Jing, Zhenying He, Chenghao Guo, X. Sean Wang: POLYTOPE: A Flexible Sampling System for Answering Exploratory Queries.World Wide Web, 23(1), 2020. Yazhong Zhang, Hanbing Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang:Progressive Term Frequency Analysis on Large Text Collections.DASFAA 2020.(Best Student Paper Runner-Up) Zhenyuan Sun, Zixuan Chen, Zhenying He, Yinan Jing, X. Sean Wang: A Fast Automated Model Selection Approach Based on Collaborative Knowledge.DASFAA 2020. Linwei Li, Liangchen Guo, Zhenying He, Yinan Jing, X. Sean Wang: X-DMM: Fast and Scalable Model Based Text Clustering, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019: 4197-4204. Huixin Ma, Zhihui Yang, Yinan Jing, Zhenying He, X. Sean Wang: Answering unique topic queries with dynamic threshold, World Wide Web, 22(1), 2019: 39-58. Tianxing Tian, Shi Chen, Yaobo Wu, Fan Zhang, Yinan Jing, Zhengying He, X. Sean Wang, Wei Wang, Peng Zhang: An Automatic Illustration Recommendation System. ICDM Demo 2019: 1118-1121. Yaoliang Chen, Jingxiao Gu, Shi Chen, Sheng Huang, X. Sean Wang: A Full-Spectrum Blockchain-as-a-Service for Business Collaboration. ICWS 2019: 219-223. Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang: iExplore: Accelerating Exploratory Data Analysis by Predicting User Intention, The 23rd International Conference on Database Systems for Advanced Applications, DASFAA, 2018: 149-165. Linwei Li, Yaobo Wu, Yixiong Ke, Chaoying Liu, Yinan Jing, Zhenying He, X. Sean Wang: Online Subset Topic Modeling for Interactive Documents Exploration, The 23rd International Conference on Database Systems for Advanced Applications, DASFAA, 2018: 916-923. Jiao Liang, Weili Han, Zeqing Guo, Yaoliang Chen, Chang Cao, Xiaoyang Sean Wang, Fenghua Li: DESC: enabling secure data exchange based on smart contracts. Sci. China Inf. Sci. 61(4): 049102:1-049102:3 (2018) Zhihui Yang, Huixin Ma, Zhenying He, X. Sean Wang: Finding maximal ranges with unique topics in a text database. World Wide Web 21(2): 289-310 (2018) Liangchen Guo, Yazhong Zhang, Chang Lu, Yinan Jing, Zhenying He, X. Sean Wang: A System for Exploratory Analysis in Cloud. CSCloud/EdgeCom 2018: 24-28.. Lvhong Liu, Zhihui Yang, Zhenying He, Yinan Jing, Xiaoyang Sean Wang: Unique Topic Query Processing On Cloud. CSCloud/EdgeCom 2018: 103-105. Claudio Bettini, X. Sean Wang, Sushil Jajodia: Temporal Granularity. Encyclopedia of Database Systems (2nd ed.) 2018. Like Gao, X. Sean Wang: Time Series Query. Encyclopedia of Database Systems (2nd ed.) 2018. Zeqing Guo, Weili Han, Liangxing Liu, Wenyuan Xu, Minyue Ni, Yunlei Zhao, Xiaoyang Sean Wang: Socialized policy administration.Computers & Security 67: 232-243 (2017) Chenghao Guo, Zhigang Wu, Zhenying He, X. Sean Wang: An Adaptive Data Partitioning Scheme for Accelerating Exploratory Spark SQL Queries.DASFAA (1) 2017: 114-128.

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