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个人简介

博士, 复旦大学计算机科学技术学院副教授, 中国计算机学会数据库专委会委员, 中国计算机学会大数据专委会通信委员. 本科、硕士、博士就读于哈尔滨工业大学. 2006年毕业后加入复旦大学计算机信息技术系(后并入计算机学院), 工作至今. 近五年来, 在SIGMOD、ICDE、AAAI、WWW、TKDE等全球顶尖会议期刊发表十余篇学术论文,获得顶级会议WWW的Best Demo Award. 是ICDE(2020/2019)、CIKM(2020)、APWEB/WAIM、NDBC等会议的PC Member; SIGMOD(2014/2015)、AAAI(2019)等会议的Extended PC Member; 是多个国际会议和期刊的审稿人. 主持承担科技部重点研发计划子课题一项, 参与国家自然科学基金重点项目、科技部重点研发计划项目、上海市科技创新重大计划等科研项目. 参与《大数据技术与产业发展报告-2015》的撰写工作, 承担白皮书第一部分的撰写和统稿工作.

研究领域

DB4AI Database Management Systems Data Analytical Systems

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. 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) 韩伟力,张俊杰,徐铭,王传旺,张浩东,何震瀛,陈虎: 参数化混合口令猜测方法. 计算机研究与发展,2022,59 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 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 YU Yue-zhang, XIA Tian-yu, JING Yi-nan, HE Zhen-ying, WANG Xiao-yang: Smart Interactive Guide System for Big Data Analytics[J]. Computer Science, 2021, 48(9): 110-117. 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 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. 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. 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. 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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