复旦大学数据分析与安全实验室

Selected Papers

2024

Meng Chen, Kai Zhang, Zhenying He, Yinan Jing, X.Sean Wang:
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search. VLDB 2024.
Haoran Xiong, Hang Zhang, Zeyu Wang, Zhenying He, Peng Wang, X. Sean Wang:
CIVET: Exploring Compact Index for Variable-Length Subsequence Matching on Time Series. VLDB 2024.
Guanduo Chen, Zhenying He, Meng Li, Siqiang Luo:
Oasis: An Optimal Disjoint Segmented Learned Range Filter. VLDB 2024.
Tonghui Ren, Yuankai Fan, Zhenying He, Ren Huang, Jiaqi Dai, Can Huang, Yinan Jing, Kai Zhang, Yifan Yang, X.Sean Wang:
PURPLE: Making a Large Language Model a Better SQL Writer. ICDE 2024.
Zeyu Wang, Zhenying He, Peng Wang, Yang Wang, Wei Wang:
Static and Streaming Discovery of Maximal Linear Representation Between Time Series. TKDE 2024.
Liyuan Liu, Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, and X. Sean Wang:
Learned Optimizer for Online Approximate Query Processing in Data Exploration. TKDE 2024.
Xiaoyu Han, Haoran Xiong, Zhenying He, Peng Wang, Chen Wang, X. Sean Wang:
Akane: Perplexity-Guided Time Series Data Cleaning. SIGMOD 2024.
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.

2023

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.
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.
Wenqiang Ruan, Mingxin Xu, Yinan Jing, Weili Han:
Towards Understanding the fairness of differentially private margin classifiers. World Wide Web (WWW) 26(3): 1201-1221 (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).
侯鹏, 李智鑫, 张飞, 孙旭, 陈丹, 崔毅浩, 张寒冰, 荆一楠, 柴洪峰:
金融数据安全治理智能化技术与实践. 网络与信息安全学报, 2023, 9(3): 174-187.

2022

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)
Ming Xu, Chuanwang Wang, Jitao Yu, Junjie Zhang, Kai Zhang, Weili Han:
Chunk-Level Password Guessing: Towards Modeling Refined Password Composition Representations. In Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS)
Wenqiang Ruan, Mingxin Xu, Yinan Jing, Weili Han:
Towards Understanding the Fairness of Differentially Private Margin Classifiers. World Wide Web Journal (WWWJ), 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

2021

Ming Xu, Chuanwang Wang, Jitao Yu, Junjie Zhang, Kai Zhang, Weili Han:
Chunk-Level Password Guessing: Towards Modeling Refined Password Composition Representations. In Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS)pdf
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
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

2020

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). pdf
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). 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. pdf
Hanbing Zhang, Yazhong Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang: An Agile Sample Maintenance Approach for Agile Analytics.ICDE 2020. pdf
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. pdf
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) pdf
Zhenyuan Sun, Zixuan Chen, Zhenying He, Yinan Jing, X. Sean Wang: A Fast Automated Model Selection Approach Based on Collaborative Knowledge.DASFAA 2020. pdf

2019

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. pdf
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. pdf
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. pdf
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. pdf

2018

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. pdf
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. pdf
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) pdf
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) pdf
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. pdf
Lvhong Liu, Zhihui Yang, Zhenying He, Yinan Jing, Xiaoyang Sean Wang:
Unique Topic Query Processing On Cloud. CSCloud/EdgeCom 2018: 103-105. pdf
Claudio Bettini, X. Sean Wang, Sushil Jajodia:
Temporal Granularity. Encyclopedia of Database Systems (2nd ed.) 2018. pdf
Like Gao, X. Sean Wang:
Time Series Query. Encyclopedia of Database Systems (2nd ed.) 2018. pdf

2018以前

Yinan Jing, Ling Hu, Wei-Shinn Ku, and Cyrus Shahabi:
Authentication of k Nearest Neighbor Query on Road Networks. IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 26, Issue 6, pp. 1494-1506, 2014. (CCF A类期刊) pdf
Zeqing Guo, Weili Han, Liangxing Liu, Wenyuan Xu, Minyue Ni, Yunlei Zhao, Xiaoyang Sean Wang:
Socialized policy administration.Computers & Security 67: 232-243 (2017) pdf
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. pdf