王晓阳
教授
所属大学: 复旦大学
所属学院: 计算机科学技术学院
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
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.