INEXP: Information Exchange Protocol for Interoperability. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He (ICADL, 2002)

An Effective Wrapper Architecture to Heterogeneous Data Source. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He (AINA, 2003)

Web Information Integration Based on Compressed XML. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He; Jizhou Luo (DNIS, 2003)

Xaggregation: Flexible Aggregation of XML Data. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He; Hong Gao 001 (WAIM, 2003)

XCpaqs: Compression of XML Document with XPath Query Support. - Hongzhi Wang 001; Jianzhong Li 001; Jizhou Luo; Zhenying He (ITCC (1), 2004)

The Compression of Massive Offline Relations. - Jizhou Luo; Jianzhong Li 001; Hongzhi Wang 001; Yanqiu Zhang; Kai Zhao (WAIM, 2004)

Optimized Query Translation Strategy for XML Stored in Relational Database. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He (WAIM, 2004)

OLAP for XML Data. - Hongzhi Wang 001; Jianzhong Li 001; Zhenying He; Hong Gao 001 (CIT, 2005)

Labeling Scheme and Structural Joins for Graph-Structured XML Data. - Hongzhi Wang 001; Wei Wang 011; Xuemin Lin 001; Jianzhong Li 001 (APWeb, 2005)

Practical Indexing XML Document for Twig Query. - Hongzhi Wang 001; Wei Wang 011; Jianzhong Li 001; Xuemin Lin 001; Raymond K. Wong 001 (ASIAN, 2005)

Efficient Join Algorithms for Integrating XML Data in Grid Environment. - Hongzhi Wang 001; Jianzhong Li 001; Shuguang Xiong (GCC, 2005)

Efficient Processing of XML Path Queries Using the Disk-based F&B Index. - Wei Wang 011; Hongzhi Wang 001; Hongjun Lu; Haifeng Jiang; Xuemin Lin 001; Jianzhong Li 001 (VLDB, 2005)

Subgraph Join: Efficient Processing Subgraph Queries on Graph-Structured XML Document. - Hongzhi Wang 001; Wei Wang 011; Xuemin Lin 001; Jianzhong Li 001 (WAIM, 2005)

Clustered Absolute Path Index for XML Document: On Efficient Processing of Twig Queries. - Hongqiang Wang; Jianzhong Li 001; Hongzhi Wang 001 (APWeb Workshops, 2006)

Caching Frequent XML Query Patterns. - Xin Zhan; Jianzhong Li 001; Hongzhi Wang 001; Zhenying He (APWeb Workshops, 2006)

SAM: An Efficient Algorithm for F&B-Index Construction. - Xianmin Liu; Jianzhong Li 001; Hongzhi Wang 001 (APWeb/WAIM, 2007)

Efficient Top-k Keyword Search on XML Streams. - Lingli Li; Hongzhi Wang 001; Jianzhong Li 001; Jizhou Luo (ICYCS, 2008)

C-kNN Query Processing in Object Tracking Sensor Networks. - Jinghua Zhu; Jianzhong Li 001; Jizhou Luo; Wei Zhang 017; Hongzhi Wang 001 (WASA, 2008)

Constructing disease-specific gene networks using pair-wise relevance metric: Application to colon cancer identifies interleukin 8, desmin and enolase 1 as the central elements. - Wei Jiang 023; Xia Li 004; Shaoqi Rao; Lihong Wang; Lei Du 002; Chuanxing Li; Chao Wu; Hongzhi Wang 001; Yadong Wang 001; Baofeng Yang (BMC Syst. Biol., 2008)

Efficient join algorithms for distributed information integration based on XML. - Hongzhi Wang 001; Jianzhong Li 001; Shuguang Xiong (Int. J. Bus. Process. Integr. Manag., 2008)

Data sources selection for XML data sources. - Hongzhi Wang 001; Jianzhong Li 001; Jizhou Luo (Int. J. Intell. Inf. Database Syst., 2008)

Hash-base subgraph query processing method for graph-structured XML documents. - Hongzhi Wang 001; Jianzhong Li 001; Jizhou Luo; Hong Gao 001 (Proc. VLDB Endow., 2008)

Clustered Chain Path Index for XML Document: Efficiently Processing Branch Queries. - Hongqiang Wang; Jianzhong Li 001; Hongzhi Wang 001 (World Wide Web, 2008)

Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document. - Hongzhi Wang 001; Jianzhong Li 001; Wei Wang 011; Xuemin Lin 001 (World Wide Web, 2008)

Global Similarity and Local Variance in Human Gene Coexpression Networks. - Ivan Krivosheev; Lei Du 002; Hongzhi Wang 001; Shaojun Zhang; Yadong Wang 001; Xia Li 004 (AICI, 2009)

Efficient Algorithms for Skyline Top-K Keyword Queries on XML Streams. - Lingli Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (DASFAA, 2009)

Query Optimization for Complex Path Queries on XML Data. - Hongzhi Wang 001; Jianzhong Li 001; Xianmin Liu; Jizhou Luo (DASFAA, 2009)

DCUBE: CUBE on Dirty Databases. - Guohua Jiang; Hongzhi Wang 001; Shouxu Jiang; Jianzhong Li 001; Hong Gao 001 (WAIM, 2010)

EIF: A Framework of Effective Entity Identification. - Lingli Li; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (WAIM, 2010)

pq-Hash: An Efficient Method for Approximate XML Joins. - Fei Li; Hongzhi Wang 001; Liang Hao; Jianzhong Li 001; Hong Gao 001 (WAIM Workshops, 2010)

Efficient Duplicate Record Detection Based on Similarity Estimation. - Mohan Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (WAIM, 2010)

Compression Algorithms for Structural Query Results on XML Data. - Qing Wang; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (WAIM Workshops, 2010)

Approximate Joins for XML Using g-String. - Fei Li; Hongzhi Wang 001; Cheng Zhang; Liang Hao; Jianzhong Li 001; Hong Gao 001 (XSym, 2010)

Graph Homomorphism Revisited for Graph Matching. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Hongzhi Wang 001; Yinghui Wu 001 (Proc. VLDB Endow., 2010)

Labelling-Scheme-based Subgraph Query Processing on Graph Data. - Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Graph Data Management, 2011)

Dirty Data Management in Cloud Database. - Hongzhi Wang 001; Jianzhong Li 001; Jinbao Wang; Hong Gao 001 (Grid and Cloud Database Management, 2011)

Schema Mapping with Quality Assurance for Data Integration. - Xu Bian; Hongzhi Wang 001; Hong Gao 001 (APWeb, 2011)

Context-based entity description rule for entity resolution. - Lingli Li; Jianzhong Li 001; Hongzhi Wang 001; Hong Gao 001 (CIKM, 2011)

Similarity Join on XML Based on k-Generation Set Distance. - Yue Wang; Hongzhi Wang 001; Yang Wang 096; Hong Gao 001 (WAIM Workshops, 2011)

GXQuery: Extending XQuery for Querying Graph-structured XML Data. - Hongzhi Wang 001; Jianzhong Li 001 (J. Comput. Inf. Technol., 2011)

Dynamic Graph Shortest Path Algorithm. - Xueli Liu; Hongzhi Wang 001 (WAIM, 2012)

Path-Based XML Stream Compression with XPath Query Support. - Bingyi Qian; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (WAIM Workshops, 2012)

Fgram-Tree: An Index Structure Based on Feature Grams for String Approximate Search. - Xing Tong; Hongzhi Wang 001 (WAIM, 2012)

Graph-Structured Data Compression Based on Frequent Subgraph Contraction. - Cong Wang; Hongzhi Wang 001 (WAIM Workshops, 2012)

Range Query Estimation for Dirty Data Management System. - Yan Zhang; Long Yang; Hongzhi Wang 001 (WAIM, 2012)

Efficient Subgraph Matching on Billion Node Graphs. - Zhao Sun; Hongzhi Wang 001; Haixun Wang; Bin Shao; Jianzhong Li 001 (Proc. VLDB Endow., 2012)

HITCleaner: A Light-Weight Online Data Cleaning System. - Hongzhi Wang 001; Jianzhong Li 001; Ran Huo; Li Jia; Lian Jin; Xueying Men; Hui Xie 003 (DASFAA (2), 2013)

EntityManager: An Entity-Based Dirty Data Management System. - Hongzhi Wang 001; Xueli Liu; Jianzhong Li 001; Xing Tong; Long Yang; Yakun Li (DASFAA (2), 2013)

ProductSeeker: entity-based product retrieval for e-commerce. - Hongzhi Wang 001; Xiaodong Zhang; Jianzhong Li 001; Hong Gao 001 (SIGIR, 2013)

Entity Resolution on Uncertain Relations. - Huabin Feng; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (WAIM, 2013)

CUVIM: Extracting Fresh Information from Social Network. - Rui Guo; Hongzhi Wang 001; Kaiyu Li; Jianzhong Li 001; Hong Gao 001 (WAIM, 2013)

Incremental Truth Discovery for Information from Multiple Data Sources. - Li Jia; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (WAIM Workshops, 2013)

Imputation for Categorical Attributes with Probabilistic Reasoning. - Lian Jin; Hongzhi Wang 001; Hong Gao 001 (WAIM, 2013)

A Data Cleaning Framework Based on User Feedback. - Hui Xie 003; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (WAIM, 2013)

Parallelization in Extracting Fresh Information from Online Social Network. - Rui Guo; Hongzhi Wang 001; Mengwen Chen; Jianzhong Li 001; Hong Gao 001 (CoRR, 2013)

An Efficient Entity Resolution Method for Large Relations. - Yakun Li; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (Int. J. Cooperative Inf. Syst., 2013)

Graph-based reference table construction to facilitate entity matching. - Fangda Wang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (J. Syst. Softw., 2013)

Efficient community detection with additive constrains on large networks. - Yakun Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Knowl. Based Syst., 2013)

A survey on tree edit distance lower bound estimation techniques for similarity join on XML data. - Fei Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (SIGMOD Rec., 2013)

Efficient Subgraph Matching Using GPUs. - Xiaojie Lin; Rui Zhang 003; Zeyi Wen; Hongzhi Wang 001; Jianzhong Qi 001 (ADC, 2014)

TruthOrRumor: Truth Judgment from Web. - Guangze Liu; Hongzhi Wang 001; ChengHui Chen; Hong Gao 001 (APWeb, 2014)

CrowdCleaner: A Data Cleaning System Based on Crowdsourcing. - Chen Ye 003; Hongzhi Wang 001; Keli Li; Qian Chen; Jianhua Chen; Jiangduo Song; Weidong Yuan (APWeb, 2014)

Cleanix: A Big Data Cleaning Parfait. - Hongzhi Wang 001; Mingda Li; Yingyi Bu; Jianzhong Li 001; Hong Gao 001; Jiacheng Zhang (CIKM, 2014)

Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior. - Rui Guo; Hongzhi Wang 001; Lucheng Zhong; Jianzhong Li 001; Hong Gao 001 (DASFAA (2), 2014)

Neighbor-base similarity matching for graphs. - Hang Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (ICDE Workshops, 2014)

Truth Discovery Based on Crowdsourcing. - Chen Ye 003; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001; Hui Xie 003 (WAIM, 2014)

Sectional and Conditional Functional Dependencies. - Mingda Li; Hongzhi Wang 001; Ye Li (WASA, 2014)

Capture Missing Values Based on Crowdsourcing. - Chen Ye 003; Hongzhi Wang 001 (WASA, 2014)

Accuracy Evaluation for Sensed Data. - Yan Zhang; Hongzhi Wang 001 (WASA, 2014)

Brief survey of crowdsourcing for data mining. - Xintong Guo; Hongzhi Wang 001; Yangqiu Song; Gao Hong (Expert Syst. Appl., 2014)

Approximate joins for XML at label level. - Fei Li; Hongzhi Wang 001; Liang Hao; Jianzhong Li 001; Hong Gao 001 (Inf. Sci., 2014)

A Fair Data Market System with Data Quality Evaluation and Repairing Recommendation. - Xiaoou Ding; Hongzhi Wang 001; Dan Zhang; Jianzhong Li 001; Hong Gao 001 (APWeb, 2015)

Tree-Based Metric Learning for Distance Computation in Data Mining. - Ming Yan; Yan Zhang; Hongzhi Wang 001 (APWeb, 2015)

Paradise Pointer : A Sightseeing Scenes Images Search Engine Based on Big Data Processing. - Jie Pan; Hongzhi Wang 001; Hong Gao 001; Wenxuan Zhao; Hongxing Huo; Huirong Dong (ICYCSEE, 2015)

Maximal Influence Spread for Social Network Based on MapReduce. - Qiqi Shi; Hongzhi Wang 001; Dong Li; Xinfei Shi; Chen Ye 003; Hong Gao 001 (ICYCSEE, 2015)

Graph Similarity Join with K-Hop Tree Indexing. - Yue Wang; Hongzhi Wang 001; Chen Ye 003; Hong Gao 001 (ICYCSEE, 2015)

Image Clustering Based on the Human Intelligence. - Xintong Guo; Hong Gao 001; Hongzhi Wang 001 (ISKE, 2015)

Efficient Influence Maximization in Weighted Independent Cascade Model. - Yaxuan Wang; Hongzhi Wang 001; Jianzhong Li 001 (CoRR, 2015)

Cleanix: a Parallel Big Data Cleaning System. - Hongzhi Wang 001; Mingda Li; Yingyi Bu; Jianzhong Li 001; Hong Gao 001; Jiacheng Zhang (SIGMOD Rec., 2015)

Indexable online time series segmentation with error bound guarantee. - Jianzhong Qi 001; Rui Zhang 003; Kotagiri Ramamohanarao; Hongzhi Wang 001; Zeyi Wen; Dan Wu (World Wide Web, 2015)

Efficient subgraph join based on connectivity similarity. - Yue Wang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (World Wide Web, 2015)

Fuzzy Keywords Query. - Shanshan Han; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001; Shenbin Huang (APWeb (2), 2016)

An Alarming and Prediction System for Infections Disease Based on Combined Models. - Jiahong Li; Hongzhi Wang 001; Shengqiang Zhang; Xiangyu Gao; Ziqi Qu; Shenbin Huang (APWeb (2), 2016)

A Chronic Disease Analysis System Based on Dirty Data Mining. - Ming Sun; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001; Shenbin Huang (APWeb (2), 2016)

Incomplete Data Classification Based on Multiple Views. - Ming Sun; Hongzhi Wang 001; Fanshan Meng; Jianzhong Li 001; Hong Gao 001 (APWeb (2), 2016)

A Distributed Load Balance Algorithm of MapReduce for Data Quality Detection. - Yitong Gao; Yan Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (DASFAA Workshops, 2016)

Similarity Search on Massive Data Based on FPGA. - Yanzheng Wang; Hong Gao 001; Shengfei Shi; Hongzhi Wang 001 (DASFAA Workshops, 2016)

Efficient Influence Maximization in Weighted Independent Cascade Model. - Yaxuan Wang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (DASFAA (2), 2016)

Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network. - Chen Ye 003; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001; Siyao Cheng (DASFAA (1), 2016)

Join Query Processing in Data Quality Management. - Mingliang Yue; Hong Gao 001; Shengfei Shi; Hongzhi Wang 001 (DASFAA Workshops, 2016)

ISSA: Efficient Skyline Computation for Incomplete Data. - Kaiqi Zhang 001; Hong Gao 001; Hongzhi Wang 001; Jianzhong Li 001 (DASFAA Workshops, 2016)

VMPSP: Efficient Skyline Computation Using VMP-Based Space Partitioning. - Kaiqi Zhang 001; Donghua Yang; Hong Gao 001; Jianzhong Li 001; Hongzhi Wang 001; Zhipeng Cai 001 (DASFAA Workshops, 2016)

Optimization Analysis of Hadoop. - Jinglun Li; Shengfei Shi; Hongzhi Wang 001 (ICYCSEE (1), 2016)

HierarSearch: Enhancing Performance of Search Engines by Mining Semantic Relationships Among Results. - Qian Liu; Hongzhi Wang 001; Shaoying Song (ICYCSEE (2), 2016)

Efficient File Accessing Techniques on Hadoop Distributed File Systems. - Wei Qu; Siyao Cheng; Hongzhi Wang 001 (ICYCSEE (1), 2016)

MapReduce for Big Data Analysis: Benefits, Limitations and Extensions. - Yang Song; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (ICYCSEE (1), 2016)

Set-based Similarity Search for Time Series. - Jinglin Peng; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (SIGMOD Conference, 2016)

SHMDRS: A Smartphone-Based Human Motion Detection and Response System. - Ke Lin; Siyao Cheng; Yingshu Li; Jianzhong Li 001; Hong Gao 001; Hongzhi Wang 001 (WASA, 2016)

Similarity Search Combining Query Relaxation and Diversification. - Ruoxi Shi; Hongzhi Wang 001; Tao Wang 014; Yutai Hou; Yiwen Tang (CoRR, 2016)

Efficient graph similarity join for information integration on graphs. - Yue Wang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Frontiers Comput. Sci., 2016)

Parallelizing the extraction of fresh information from online social networks. - Rui Guo; Hongzhi Wang 001; Mengwen Chen; Jianzhong Li 001; Hong Gao 001 (Future Gener. Comput. Syst., 2016)

Skyline for geo-textual data. - Jianing Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (GeoInformatica, 2016)

Efficient accuracy evaluation for multi-modal sensed data. - Yan Zhang; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (J. Comb. Optim., 2016)

图结构模糊XML文档上的模式匹配算法 (Pattern Matching Algorithms for Graph Structured Fuzzy XML Documents). - Fengyu Miao; Hongzhi Wang 001 (计算机科学, 2016)

Efficient quality-driven source selection from massive data sources. - Yiming Lin 002; Hongzhi Wang 001; Shuo Zhang; Jianzhong Li 001; Hong Gao 001 (J. Syst. Softw., 2016)

An efficient pruning strategy for approximate string matching over suffix tree. - Huan Hu; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2016)

Efficient entity resolution based on subgraph cohesion. - Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2016)

Extend tree edit distance for effective object identification. - Yue Wang; Hongzhi Wang 001; Liyan Zhang; Yang Wang 096; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2016)

Repairing Data through Regular Expressions. - Zeyu Li; Hongzhi Wang 001; Wei Shao; Jianzhong Li 001; Hong Gao 001 (Proc. VLDB Endow., 2016)

Distributed skyline trajectory query processing. - Amina Belhassena; Hongzhi Wang 001 (ACM TUR-C, 2017)

Determining the currency of dynamic data. - Xiaoou Ding; Hongzhi Wang 001; Yitong Gao; Jianzhong Li 001; Hong Gao 001 (ACM TUR-C, 2017)

The design of course architecture for big data. - Hongzhi Wang 001; Hong Gao 001; Shengjun Yin; Jie Zhu (ACM TUR-C, 2017)

Any-Time Methods for Time-Series Prediction with Missing Observations. - Yanjie Wei; Hongzhi Wang 001; Shengfei Shi; Hong Gao 001; Jianzhong Li 001 (BigData Congress, 2017)

CleanCloud: Cleaning Big Data on Cloud. - Hongzhi Wang 001; Xiaoou Ding; Xiangying Chen; Jianzhong Li 001; Hong Gao 001 (CIKM, 2017)

Capture Missing Values with Inference on Knowledge Base. - Zhixin Qi; Hongzhi Wang 001; Fanshan Meng; Jianzhong Li 001; Hong Gao 001 (DASFAA Workshops, 2017)

Similarity Search Combining Query Relaxation and Diversification. - Ruoxi Shi; Hongzhi Wang 001; Tao Wang 014; Yutai Hou; Yiwen Tang; Jianzhong Li 001; Hong Gao 001 (DASFAA (2), 2017)

Efficient Web-Based Data Imputation with Graph Model. - Yiwen Tang; Hongzhi Wang 001; Shiwei Zhang; Huijun Zhang; Ruoxi Shi (DASFAA Workshops, 2017)

Disease Prediction Based on Transfer Learning in Individual Healthcare. - Yang Song; Tianbai Yue; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (ICPCSEE (1), 2017)

Baymax: A Mental-Analyzing Mobile App Based on Big Data. - Fangyi Yuan; Hongzhi Wang 001; Shucun Tian; Xin Tong (ICPCSEE (2), 2017)

Life-long learning based on dynamic combination model. - Boya Ren; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Appl. Soft Comput., 2017)

Hierarchical Siamese Network for Thermal Infrared Object Tracking. - Qiao Liu 001; Zhenyu He 001; Hongzhi Wang 001; Xin Li 034 (CoRR, 2017)

Parallel trajectory search based on distributed index. - Hongzhi Wang 001; Amina Belhassena (Inf. Sci., 2017)

EntityManager: Managing Dirty Data Based on Entity Resolution. - Xue-Li Liu; Hongzhi Wang 001; Jian-Zhong Li 001; Hong Gao 001 (J. Comput. Sci. Technol., 2017)

COSSET+: Crowdsourced Missing Value Imputation Optimized by Knowledge Base. - Hongzhi Wang 001; Zhixin Qi; Ruoxi Shi; Jian-Zhong Li 001; Hong Gao 001 (J. Comput. Sci. Technol., 2017)

FrepJoin: an efficient partition-based algorithm for edit similarity join. - Jizhou Luo; Shengfei Shi; Hongzhi Wang 001; Jianzhong Li 001 (Frontiers Inf. Technol. Electron. Eng., 2017)

A survey of query result diversification. - Kaiping Zheng; Hongzhi Wang 001; Zhixin Qi; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2017)

Time Series Cleaning Under Variance Constraints. - Wei Yin; Tianbai Yue; Hongzhi Wang 001; Yanhao Huang; Yaping Li (DASFAA Workshops, 2018)

MobiDis: Relationship Discovery of Mobile Users from Spatial-Temporal Trajectories. - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Aoran Xie; Jianzhong Li 001; Hong Gao 001 (ER Workshops, 2018)

A Method to Identify Spark Important Parameters Based on Machine Learning. - Tianyu Li; Shengfei Shi; Jizhou Luo; Hongzhi Wang 001 (ICPCSEE (1), 2018)

An Anomaly Detection Method Based on Learning of "Scores Sequence". - Dongsheng Li; Shengfei Shi; Yan Zhang; Hongzhi Wang 001; Jizhou Luo (ICPCSEE (2), 2018)

SFSC: Segment Feature Sampling Classifier for Time Series Classification. - Fanshan Meng; Tianbai Yue; Hongzhi Wang 001; Hong Gao 001; Yaping Li (ICPCSEE (1), 2018)

Statistical Learning-Based Prediction of Execution Time of Data-Intensive Program Under Hadoop2.0. - Haoran Zhang 006; Jianzhong Li 001; Hongzhi Wang 001 (ICPCSEE (1), 2018)

Efficient Computation of Skyline Queries on Incomplete Dynamic Data. - Hongzhi Wang 001; Shengjun Yin; Ming Sun; Ye Wang; Hepeng Wang; Jianzhong Li 001; Hong Gao 001 (IEEE Access, 2018)

A generic data analytics system for manufacturing production. - Hao Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Big Data Min. Anal., 2018)

Impacts of Dirty Data: and Experimental Evaluation. - Zhixin Qi; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

MISS: Finding Optimal Sample Sizes for Approximate Analytics. - Xuebin Su; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

Improve3C: Data Cleaning on Consistency and Completeness with Currency. - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

Schema Integration on Massive Data Sources. - Tianbao Lia; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

Mining CFD Rules on Big Data. - Hongzhi Wang 001; Mingda Li; Jiawei Zhao; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

On the Fairness of Quality-based Data Markets. - Dan Zhang; Hongzhi Wang 001; Xiaoou Ding; Yice Zhang; Jianzhong Li 001; Hong Gao 001 (CoRR, 2018)

Error Detection in a Large-Scale Lexical Taxonomy. - Sifan Liu; Hongzhi Wang 001 (CoRR, 2018)

An effective weighted rule-based method for entity resolution. - Hiba Abu Ahmad; Hongzhi Wang 001 (Distributed Parallel Databases, 2018)

Efficient histogram-based range query estimation for dirty data. - Yan Zhang; Hongzhi Wang 001; Long Yang; Jianzhong Li 001 (Frontiers Comput. Sci., 2018)

A gray-box performance model for Apache Spark. - Zemin Chao; Shengfei Shi; Hong Gao 001; Jizhou Luo; Hongzhi Wang 001 (Future Gener. Comput. Syst., 2018)

Parallel algorithms for flexible pattern matching on big graphs. - Hongzhi Wang 001; Ning Li 003; Jianzhong Li 001; Hong Gao 001 (Inf. Sci., 2018)

O2iJoin: An Efficient Index-Based Algorithm for Overlap Interval Join. - Jizhou Luo; Shengfei Shi; Guang Yang; Hongzhi Wang 001; Jian-Zhong Li 001 (J. Comput. Sci. Technol., 2018)

一种基于MapReduce的不确定图上的相似性连接方法 (Method of Similarity Join on Uncertain Graphs Using MapReduce). - Fengyu Miao; Hongzhi Wang 001; Qunsheng Ruan (计算机科学, 2018)

FROG: Inference from knowledge base for missing value imputation. - Zhixin Qi; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Knowl. Based Syst., 2018)

Iteration acceleration for distributed learning systems. - Junxiong Wang; Hongzhi Wang 001; Chenxu Zhao; Jianzhong Li 001; Hong Gao 001 (Parallel Comput., 2018)

Data management on new processors: A survey. - Hongzhi Wang 001; Feng Xiong; Jianing Li; Shengfei Shi; Jianzhong Li 001; Hong Gao 001 (Parallel Comput., 2018)

Rule-Based Entity Resolution on Database with Hidden Temporal Information. - Hongzhi Wang 001; Xiaoou Ding; Jianzhong Li 001; Hong Gao 001 (IEEE Trans. Knowl. Data Eng., 2018)

An efficient distributed storage strategy for blockchain. - Qinshen Wang; Hongzhi Wang 001; Bo Zheng (ACM TUR-C, 2019)

Predicting learning status in MOOCs using LSTM. - Feng Xiong; Kaifa Zou; Zhemin Liu; Hongzhi Wang 001 (ACM TUR-C, 2019)

The analysis and early warning of student loss in MOOC course. - Shengjun Yin; Qingda Shang; Hongzhi Wang 001; Boxuan Che (ACM TUR-C, 2019)

Panel: The Computing in Data Science. - Lillian N. Cassel; Hongzhi Wang 001 (CompEd, 2019)

IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data. - Zhiyu Liang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (DASFAA (3), 2019)

Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). - Yixiang Fang; Zhongran Wang; Reynold Cheng; Hongzhi Wang 001; Jiafeng Hu (ICDE, 2019)

An Iterative Scheme for Leverage-Based Approximate Aggregation. - Shanshan Han; Hongzhi Wang 001; Jialin Wan; Jianzhong Li 001 (ICDE, 2019)

Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract). - Hongzhi Wang 001; Xiaoou Ding; Jianzhong Li 001; Hong Gao 001 (ICDE, 2019)

ECOQUG: An Effective Ensemble Community Scoring Function. - Chunnan Wang; Hongzhi Wang 001; Chang Zhou; Jianzhong Li 001; Hong Gao 001 (ICDE, 2019)

An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams. - Mohamed Jaward Bah; Hongzhi Wang 001; Mohamed Hammad; Furkh Zeshan; Hanan Aljuaid (IEEE Access, 2019)

Progress in Outlier Detection Techniques: A Survey. - Hongzhi Wang 001; Mohamed Jaward Bah; Mohamed Hammad (IEEE Access, 2019)

One-Pass Inconsistency Detection Algorithms for Big Data. - Meifan Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (IEEE Access, 2019)

Regular Expression Matching on billion-nodes Graphs. - Hongzhi Wang 001; Jiabao Han; Bin Shao; Jianzhong Li 001 (CoRR, 2019)

LSTM-based Flow Prediction. - Hongzhi Wang 001; Yang Song; Shihan Tang (CoRR, 2019)

Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation. - Xi Chen; Hongzhi Wang 001; Yanjie Wei; Jianzhong Li 001; Hong Gao 001 (CoRR, 2019)

A General Data Renewal Model for Prediction Algorithms in Industrial Data Analytics. - Hongzhi Wang 001; Yijie Yang; Yang Song (CoRR, 2019)

ExperienceThinking: Hyperparameter Optimization with Budget Constraints. - Chunnan Wang; Hongzhi Wang 001; Chang Zhou; Hanxiao Chen; Jianzhong Li 001; Hong Gao 001 (CoRR, 2019)

Efficient OLAP algorithms on GPU-accelerated Hadoop clusters. - Hongzhi Wang 001; Zheng Wang; Ning Li 003; Xinxin Kong (Distributed Parallel Databases, 2019)

Distracter-aware tracking via correlation filter. - Xiaohuan Lu; Jing Li 071; Zhenyu He 001; Wei Wang 011; Hongzhi Wang 001 (Neurocomputing, 2019)

Data source selection for information integration in big data era. - Yiming Lin 002; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Inf. Sci., 2019)

LKAQ: Large-scale knowledge graph approximate query algorithm. - Xiaolong Wan; Hongzhi Wang 001; Jianzhong Li 001 (Inf. Sci., 2019)

社交网络中同一用户的识别 (Identification of Same User in Social Networks). - Zheng Zhang; Hongzhi Wang 001; Xiaoou Ding; Jianzhong Li 001; Hong Gao 001 (计算机科学, 2019)

AutoRepair: an automatic repairing approach over multi-source data. - Chen Ye 003; Qi Li 012; Hengtong Zhang; Hongzhi Wang 001; Jing Gao 004; Jianzhong Li 001 (Knowl. Inf. Syst., 2019)

Hierarchical spatial-aware Siamese network for thermal infrared object tracking. - Xin Li 034; Qiao Liu 001; Nana Fan; Zhenyu He 001; Hongzhi Wang 001 (Knowl. Based Syst., 2019)

PatternFinder: Pattern discovery for truth discovery. - Chen Ye 003; Hongzhi Wang 001; Tingting Ma; Jing Gao 004; Hengtong Zhang; Jianzhong Li 001 (Knowl. Based Syst., 2019)

Cleanits: A Data Cleaning System for Industrial Time Series. - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Zijue Li; Jianzhong Li 001; Hong Gao 001 (Proc. VLDB Endow., 2019)

Effective and Efficient Community Search Over Large Directed Graphs. - Yixiang Fang; Zhongran Wang; Reynold Cheng; Hongzhi Wang 001; Jiafeng Hu (IEEE Trans. Knowl. Data Eng., 2019)

Conscious Knowledge Based Question Answering. - Shirong Liu; Zixian Guo; Hongzhi Wang 001 (ACM TUR-C, 2020)

A MOOC Courses Recommendation System Based on Learning Behaviours. - Shengjun Yin; Kailai Yang; Hongzhi Wang 001 (ACM TUR-C, 2020)

An Effective Constraint-Based Anomaly Detection Approach on Multivariate Time Series. - Zijue Li; Xiaoou Ding; Hongzhi Wang 001 (APWeb/WAIM (2), 2020)

Automatic Document Data Storage System Based on Machine Learning. - Yu Yan; Hongzhi Wang 001; Jian Zou; Yixuan Wang (APWeb/WAIM (2), 2020)

April: An Automatic Graph Data Management System Based on Reinforcement Learning. - Hongzhi Wang 001; Zhixin Qi; Lei Zheng; Yun Feng; Junfei Ouyang; Haoqi Zhang; Xiangxi Zhang; Ziming Shen; Shirong Liu (CIKM, 2020)

STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products. - Zhiyu Liang; Hongzhi Wang 001; Jijia Yang (DASFAA (3), 2020)

GMDA: An Automatic Data Analysis System for Industrial Production. - Zhiyu Liang; Hongzhi Wang 001; Hao Zhang; Hengyu Guo (DASFAA (3), 2020)

Efficient Entity Resolution on Heterogeneous Records (Extended abstract). - Yiming Lin 002; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (ICDE, 2020)

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. - Chunnan Wang; Hongzhi Wang 001; Tianyu Mu; Jianzhong Li 001; Hong Gao 001 (ICDE, 2020)

General Model for Index Recommendation Based on Convolutional Neural Network. - Yu Yan; Hongzhi Wang 001 (ICPCSEE (1), 2020)

Data Cleaning About Student Information Based on Massive Open Online Course System. - Shengjun Yin; Yaling Yi; Hongzhi Wang 001 (ICPCSEE (1), 2020)

Power of Attention in MOOC Dropout Prediction. - Shengjun Yin; Leqi Lei; Hongzhi Wang 001; Wentao Chen (IEEE Access, 2020)

Incomplete data classification with view-based decision tree. - Hekai Huang; Hongzhi Wang 001; Ming Sun (Appl. Soft Comput., 2020)

Mining conditional functional dependency rules on big data. - Mingda Li; Hongzhi Wang 001; Jianzhong Li 001 (Big Data Min. Anal., 2020)

Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters. - Bozhou Chen; Kaixin Zhang; Longshen Ou; Chenmin Ba; Hongzhi Wang 001; Chunnan Wang (CoRR, 2020)

ConsciousControlFlow(CCF): A Demonstration for conscious Artificial Intelligence. - Hongzhi Wang 001; Bozhou Chen; Yueyang Xu; Kaixin Zhang; Shengwen Zheng; Shirong Liu (CoRR, 2020)

Index Selection for NoSQL Database with Deep Reinforcement Learning. - Shun Yao; Hongzhi Wang 001; Yu Yan (CoRR, 2020)

Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation. - Chunnan Wang; Hongzhi Wang 001; Guocheng Feng; Fei Geng (CoRR, 2020)

Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. - Tianyu Mu; Hongzhi Wang 001; Chunnan Wang; Zheng Liang 002 (CoRR, 2020)

Automatic Storage Structure Selection for hybrid Workload. - Hongzhi Wang 001; Yan Wei; Hao Yan (CoRR, 2020)

EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective. - Zhaochong An; Bozhou Chen; Houde Quan; Qihui Lin; Hongzhi Wang 001 (CoRR, 2020)

Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results. - Chunnan Wang; Kaixin Zhang; Hongzhi Wang 001; Bozhou Chen (CoRR, 2020)

Efficient RDF Graph Storage based on Reinforcement Learning. - Lei Zheng; Ziming Shen; Hongzhi Wang 001 (CoRR, 2020)

Multi-SQL: An extensible multi-model data query language. - Yu Yan; Nan Jiang; Hongzhi Wang 001; Yutong Wang; Chang Liu; Yuzhuo Wang (CoRR, 2020)

Misplaced Subsequences Repairing with Application to Multivariate Industrial Time Series Data. - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Chen Wang (CoRR, 2020)

A survey of uncertain data management. - Lingli Li; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Frontiers Comput. Sci., 2020)

Diversification on big data in query processing. - Meifan Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Frontiers Comput. Sci., 2020)

FRIEND: Feature selection on inconsistent data. - Zhixin Qi; Hongzhi Wang 001; Tao He; Jianzhong Li 001; Hong Gao 001 (Neurocomputing, 2020)

Error Detection in a Large-Scale Lexical Taxonomy. - Yinan An; Sifan Liu; Hongzhi Wang 001 (Inf., 2020)

Multi-source data repairing powered by integrity constraints and source reliability. - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Jing Gao 004; Jianzhong Li 001 (Inf. Sci., 2020)

Learned sketches for frequency estimation. - Meifan Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Inf. Sci., 2020)

A Parametric and Non-Parametric Approach for High-Accurate Outlier Detection. - Mohamed Jaward Bah; Hongzhi Wang 001 (J. Inf. Sci. Eng., 2020)

TAILOR: time-aware facility location recommendation based on massive trajectories. - Zhixin Qi; Hongzhi Wang 001; Tao He; Chunnan Wang; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2020)

SUM-optimal histograms for approximate query processing. - Meifan Zhang; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (Knowl. Inf. Syst., 2020)

Effective Bayesian-network-based missing value imputation enhanced by crowdsourcing. - Chen Ye 003; Hongzhi Wang 001; Wenbo Lu; Jianzhong Li 001 (Knowl. Based Syst., 2020)

A new ensemble feature selection approach based on genetic algorithm. - Hongzhi Wang 001; Chengquan He; Zhuping Li (Soft Comput., 2020)

Efficient Entity Resolution on Heterogeneous Records. - Yiming Lin 002; Hongzhi Wang 001; Jianzhong Li 001; Hong Gao 001 (IEEE Trans. Knowl. Data Eng., 2020)

Automatic weighted matching rectifying rule discovery for data repairing. - Hiba Abu Ahmad; Hongzhi Wang 001 (VLDB J., 2020)

On mixing reservoir targeted drug delivery Modeling-based Internet of Bio-NanoThings. - Aya El-Fatyany; Hongzhi Wang 001; Saied M. Abd El-atty (Wirel. Networks, 2020)

Biocyber Interface-Based Privacy for Internet of Bio-nano Things. - Aya El-Fatyany; Hongzhi Wang 001; Saied M. Abd El-atty; Mehak Khan (Wirel. Pers. Commun., 2020)

ALMSS: Automatic Learned Index Model Selection System. - Rui Zhu; Hongzhi Wang 001; Yafeng Tang; Bo Xu (APWeb/WAIM (2), 2021)

A Study on Bitcoin Price Volatility Based on the SVAR Model and Impulse Response Analysis. - Hecong Xu; Xiaolei Xu; Zhen Wu; Haifeng Guo; Yuxi Zhang; Hongzhi Wang 001 (BlockSys, 2021)

The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods. - Yuxi Zhang; Muran Su; Zhen Wu; Xiang Chen 019; Haifeng Guo; Xinxin Chang; Hongzhi Wang 001 (BlockSys, 2021)

Dirty-Data Impacts on Regression Models: An Experimental Evaluation. - Zhixin Qi; Hongzhi Wang 001 (DASFAA (1), 2021)

Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract). - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Muxian Wang; Jianzhong Li 001; Hong Gao 001 (ICDE, 2021)

Concurrency Control Based on Transaction Clustering. - Xuebin Su; Hongzhi Wang 001; Yan Zhang (ICDE, 2021)

Constrained Truth Discovery (Extended Abstract). - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Youkang Kong; Rong Zhu; Jing Gao 004; Jianzhong Li 001 (ICDE, 2021)

Data-Driven Prediction of Foodborne Disease Pathogens. - Xiang Chen 019; Hongzhi Wang 001 (ICPCSEE (1), 2021)

Intelligent Storage System of Machine Learning Model Based on Task Similarity. - Shuangshuang Cui; Hongzhi Wang 001; Yuntian Xie; Haiyao Gu (ICPCSEE (1), 2021)

Cost-Based Lightweight Storage Automatic Decision for In-Database Machine Learning. - Shuangshuang Cui; Hongzhi Wang 001; Haiyao Gu; Yuntian Xie (WISE (1), 2021)

Modulo 9 model-based learning for missing data imputation. - Alladoumbaye Ngueilbaye; Hongzhi Wang 001; Daouda Ahmat Mahamat; Sahalu B. Junaidu (Appl. Soft Comput., 2021)

Effective density-based clustering algorithms for incomplete data. - Zhonghao Xue; Hongzhi Wang 001 (Big Data Min. Anal., 2021)

EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams. - Mohamed Jaward Bah; Hongzhi Wang 001; Li-Hui Zhao; Ji Zhang 001; Jie Xiao 005 (Complex., 2021)

Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data. - Xiaoou Ding; Hongzhi Wang 001; Chen Wang; Zijue Li; Zheng Liang 002 (CoRR, 2021)

Approximate Query Processing for Group-By Queries based on Conditional Generative Models. - Meifan Zhang; Hongzhi Wang 001 (CoRR, 2021)

FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search. - Chunnan Wang; Bozhou Chen; Geng Li; Hongzhi Wang 001 (CoRR, 2021)

Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database. - Yu Yan; Hongzhi Wang 001; Jian Ma; Jian Geng; Yuzhuo Wang (CoRR, 2021)

Transformer based network for Open Information Extraction. - Jiabao Han; Hongzhi Wang 001 (Eng. Appl. Artif. Intell., 2021)

Graph matching based reasoner: A symbolic approach to question answering. - Jiabao Han; Hongzhi Wang 001 (Eng. Appl. Artif. Intell., 2021)

Methods for detecting and correcting contextual data quality problems. - Alladoumbaye Ngueilbaye; Hongzhi Wang 001; Daouda Ahmat Mahamat; Ibrahim A. Elgendy; Sahalu B. Junaidu (Intell. Data Anal., 2021)

Efficient class-specific shapelets learning for interpretable time series classification. - Zhiyu Liang; Hongzhi Wang 001 (Inf. Sci., 2021)

Attributed community search based on effective scoring function and elastic greedy method. - Chunnan Wang; Hongzhi Wang 001; Hanxiao Chen; Daxin Li (Inf. Sci., 2021)

Index selection for NoSQL database with deep reinforcement learning. - Yu Yan; Shun Yao; Hongzhi Wang 001; Meng Gao (Inf. Sci., 2021)

Deep truth discovery for pattern-based fact extraction. - Chen Ye 003; Hongzhi Wang 001; Wenbo Lu; Jing Gao 004; Guojun Dai (Inf. Sci., 2021)

LAQP: Learning-based approximate query processing. - Meifan Zhang; Hongzhi Wang 001 (Inf. Sci., 2021)

Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation. - Zhixin Qi; Hongzhi Wang 001; An-Jie Wang (J. Comput. Sci. Technol., 2021)

Selectivity estimation with density-model-based multidimensional histogram. - Meifan Zhang; Hongzhi Wang 001 (Knowl. Inf. Syst., 2021)

Industrial time series determinative anomaly detection based on constraint hypergraph. - Zheng Liang 002; Hongzhi Wang 001; Xiaoou Ding; Tianyu Mu (Knowl. Based Syst., 2021)

Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning. - Sitao Lv; Shengfei Shi; Hongzhi Wang 001; Feng Li (Knowl. Based Syst., 2021)

TAGAT: Type-Aware Graph Attention neTworks for reasoning over knowledge graphs. - Yuzhuo Wang; Hongzhi Wang 001; Junwei He 002; Wenbo Lu; Shuolin Gao (Knowl. Based Syst., 2021)

ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning. - Chunnan Wang; Hongzhi Wang 001; Chang Zhou; Hanxiao Chen (Knowl. Based Syst., 2021)

Improving Open Information Extraction with Distant Supervision Learning. - Jiabao Han; Hongzhi Wang 001 (Neural Process. Lett., 2021)

Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification. - Mehak Khan; Hongzhi Wang 001; Alladoumbaye Ngueilbaye (Neural Process. Lett., 2021)

Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN. - Tianyu Mu; Hongzhi Wang 001; Shenghe Zheng; Shaoqing Zhang; Cheng Liang; Haoyun Tang (Proc. VLDB Endow., 2021)

Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification. - Mehak Khan; Hongzhi Wang 001; Adnan Riaz; Aya El-Fatyany; Sajida Karim (J. Supercomput., 2021)

SDLER: stacked dedupe learning for entity resolution in big data era. - Alladoumbaye Ngueilbaye; Hongzhi Wang 001; Daouda Ahmat Mahamat; Ibrahim A. Elgendy (J. Supercomput., 2021)

IDCOS: optimization strategy for parallel complex expression computation on big data. - Yang Song; Helin Jin; Hongzhi Wang 001; You Liu (J. Supercomput., 2021)

GPU-based efficient join algorithms on Hadoop. - Hongzhi Wang 001; Ning Li 003; Zheng Wang; Jianing Li (J. Supercomput., 2021)

Multi-SQL: An Automatic Multi-model Data Management System. - Yu Yan; Hongzhi Wang 001; Yutong Wang; Zhixin Qi; Jian Ma; Chang Liu; Meng Gao; Hao Yan; Haoran Zhang 006; Ziming Shen (APWeb/WAIM (3), 2022)

ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework. - Chunnan Wang; Xiang Chen 019; Junzhe Wang; Hongzhi Wang 001 (CVPR, 2022)

Time Series Data Quality Enhancing Based on Pattern Alignment. - Jianping Huang; Hao Chen; Hongkai Wang; Jun Feng; Liangying Peng; Zheng Liang 002; Hongzhi Wang 001; Tianlan Fan; Tianren Yu (DASFAA (Workshops), 2022)

CO-AutoML: An Optimizable Automated Machine Learning System. - Chunnan Wang; Hongzhi Wang 001; Bo Xu; Xintong Song; Xiangyu Shi; Yuhao Bao; Bo Zheng (DASFAA (3), 2022)

A Dual-Store Structure for Knowledge Graphs (Extended Abstract). - Zhixin Qi; Hongzhi Wang 001; Haoran Zhang 006 (ICDE, 2022)

A Generative Adversarial Active Learning Method for Effective Outlier Detection. - Mohamed Jaward Bah; Ji Zhang 001; Ting Yu 004; Feng Xia 001; Zhao Li 007; Shuigeng Zhou; Hongzhi Wang 001 (ICTAI, 2022)

Parallel Skyline Query Processing of Massive Incomplete Activity-Trajectories Data. - Amina Belhassena; Hongzhi Wang 001 (MEDI, 2022)

Automatic Scheduling Technology of Computing Power Network Driven by Knowledge Graph. - Yanheng Bi; Yingchi Long; Yanzheng Jin; Shengwen Zheng; Huaiyuan Liu; Hongzhi Wang 001 (ICSS, 2022)

EEML: Ensemble Embedded Meta-Learning. - Geng Li; Boyuan Ren; Hongzhi Wang 001 (WISE, 2022)

Predict industrial equipment failure with time windows and transfer learning. - Hongzhi Wang 001; Wenbo Lu; Shihan Tang; Yang Song (Appl. Intell., 2022)

TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model. - Chunnan Wang; Chen Liang 002; Xiang Chen 019; Hongzhi Wang 001 (CoRR, 2022)

AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy. - Chunnan Wang; Hongzhi Wang 001; Xiangyu Shi (CoRR, 2022)

AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning. - Chunnan Wang; Xingyu Chen; Chengyue Wu; Hongzhi Wang 001 (CoRR, 2022)

FIND: Explainable Framework for Meta-learning. - Xinyue Shao; Hongzhi Wang 001; Xiao Zhu; Feng Xiong (CoRR, 2022)

AAE: An Active Auto-Estimator for Improving Graph Storage. - Yu Yan; Man Yang; Hongzhi Wang 001; Yuzhuo Wang (CoRR, 2022)

Differentiable Self-Adaptive Learning Rate. - Bozhou Chen; Hongzhi Wang 001; Chenmin Ba (CoRR, 2022)

MISS: finding optimal sample sizes for approximate analytics. - Xuebin Su; Hongzhi Wang 001 (Distributed Parallel Databases, 2022)

METransE: Manifold-like mechanism enhanced embedding for reasoning over knowledge graphs. - Yuzhuo Wang; Hongzhi Wang 001; Wenbo Lu; Yu Yan (Expert Syst. Appl., 2022)

IoT data cleaning techniques: A survey. - Xiaoou Ding; Hongzhi Wang 001; Genglong Li; Haoxuan Li; Yingze Li; Yida Liu (Intell. Converged Networks, 2022)

Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. - Tianyu Mu; Hongzhi Wang 001; Chunnan Wang; Zheng Liang 002; Xinyue Shao (Inf. Sci., 2022)

Efficient semi-external depth-first search. - Xiaolong Wan; Hongzhi Wang 001 (Inf. Sci., 2022)

A linear algorithm for semi-external cutnode computation. - Xiaolong Wan; Hongzhi Wang 001 (Inf. Sci., 2022)

Evaluating community quality based on ground-truth. - Chunnan Wang; Hongzhi Wang 001; Tianyu Mu; Zhixin Qi (Inf. Sci., 2022)

ConsciousControlFlow(CCF): Conscious Artificial Intelligence Based on Needs. - Hongzhi Wang 001; Bozhou Chen; Yueyang Xu; Kaixin Zhang; Shengwen Zheng (J. Artif. Intell. Conscious., 2022)

Mining Simple Path Traversal Patterns in Knowledge Graph. - Feng Xiong; Hongzhi Wang 001 (J. Web Eng., 2022)

Partial multi-label learning via specific label disambiguation. - Feng Li; Shengfei Shi; Hongzhi Wang 001 (Knowl. Based Syst., 2022)

JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration. - Chen Ye 003; Shihao Jiang; Hua Zhang; Yifan Wu; Jiankai Shi; Hongzhi Wang 001; Guojun Dai (Knowl. Based Syst., 2022)

A meta learning approach for open information extraction. - Jiabao Han; Hongzhi Wang 001 (Neural Comput. Appl., 2022)

FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification. - Zhiyu Liang; Hongzhi Wang 001 (Proc. VLDB Endow., 2022)

Leveraging Currency for Repairing Inconsistent and Incomplete Data. - Xiaoou Ding; Hongzhi Wang 001; Jiaxuan Su; Muxian Wang; Jianzhong Li 001; Hong Gao 001 (IEEE Trans. Knowl. Data Eng., 2022)

Constrained Truth Discovery. - Chen Ye 003; Hongzhi Wang 001; Kangjie Zheng; Youkang Kong; Rong Zhu; Jing Gao 004; Jianzhong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

GSBRL : Efficient RDF graph storage based on reinforcement learning. - Lei Zheng; Ziming Shen; Hongzhi Wang 001 (World Wide Web, 2022)

Knowledge Discovery from Multi-Sourced Data - Chen Ye 003; Hongzhi Wang 001; Guojun Dai (Springer, 2022)

ANSWER: Automatic Index Selector for Knowledge Graphs. - Zhixin Qi; Haoran Zhang 006; Hongzhi Wang 001; Zemin Chao (APWeb-WAIM (2), 2023)

RDBlab: An Artificial Simulation System for RDBMSs. - Yu Yan; Hongzhi Wang 001; Junfang Huang; Jian Geng; Zixuan Wang; Yuzhuo Wang (APWeb/WAIM (4), 2023)

A Novel Approximation Algorithm for Max-Covering Circle Problem. - Kaiqi Zhang 001; Siyuan Zhang; Jirun Gao; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (COCOA (1), 2023)

SNN-AAD: Active Anomaly Detection Method for Multivariate Time Series with Sparse Neural Network. - Xiaoou Ding; Yida Liu; Hongzhi Wang 001; Donghua Yang; Yichen Song (DASFAA (1), 2023)

Cleanits-MEDetect: Multiple Errors Detection for Time Series Data in Cleanits. - Xiaoou Ding; Yichen Song; Hongzhi Wang 001; Donghua Yang; Yida Liu (DASFAA (4), 2023)

PFKMaster: A Knowledge-Driven Flow Control System for Large-Scale Power Grid. - Huaiyuan Liu; Hongzhi Wang 001; Hekai Huang; Donghua Yang; Yong Tang; Yanhao Huang (DASFAA (4), 2023)

Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. - Tianyu Mu; Zhenli Sheng; Lekui Zhou; Hongzhi Wang 001 (DASFAA (Workshops), 2023)

CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data. - Yu Yan; Bo Zheng; Hongzhi Wang 001; Jinkai Zhang; Yutong Wang (DASFAA (4), 2023)

Schema Integration on Massive Data Sources. - Tianbao Li; Haifeng Guo; Donghua Yang; Mengmeng Li; Bo Zheng; Hongzhi Wang 001 (ICA3PP (2), 2023)

Approximate Query Processing Based on Approximate Materialized View. - Yuhan Wu; Haifeng Guo; Donghua Yang; Mengmeng Li; Bo Zheng; Hongzhi Wang 001 (ICA3PP (2), 2023)

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. - Tianyu Mu; Hongzhi Wang 001; Shenghe Zheng; Zhiyu Liang; Chunnan Wang; Xinyue Shao; Zheng Liang 002 (ICDE, 2023)

Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract). - Xiaolong Wan; Hongzhi Wang 001 (ICDE, 2023)

Dimension Reduction Based on Sampling. - Zhuping Li; Donghua Yang; Mengmeng Li; Haifeng Guo; Tiansheng Ye; Hongzhi Wang 001 (ICPCSEE (1), 2023)

Complex Time Series Analysis Based on Conditional Random Fields. - Yanjie Wei; Haifeng Guo; Donghua Yang; Mengmeng Li; Bo Zheng; Hongzhi Wang 001 (ICPCSEE (1), 2023)

Prediction of Time Series Data with Low Latitude Features. - Haoran Zhang 006; Haifeng Guo; Donghua Yang; Mengmeng Li; Bo Zheng; Hongzhi Wang 001 (ICPCSEE (1), 2023)

FedST: Federated Shapelet Transformation for Interpretable Time Series Classification. - Zhiyu Liang; Hongzhi Wang 001 (CoRR, 2023)

TS-Cabinet: Hierarchical Storage for Cloud-Edge-End Time-series Database. - Shuangshuang Cui; Hongzhi Wang 001; Xianglong Liu 004; Zeyu Tian; Xiaoou Ding (CoRR, 2023)

UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning. - Zhiyu Liang; Chen Liang 002; Zheng Liang 002; Hongzhi Wang 001 (CoRR, 2023)

TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification. - Huaiyuan Liu; Xianzhang Liu; Donghua Yang; Zhiyu Liang; Hongzhi Wang 001; Yong Cui; Jun Gu (CoRR, 2023)

One stone, two birds: A lightweight multidimensional learned index with cardinality support. - Yingze Li; Hongzhi Wang 001; Xianglong Liu 004 (CoRR, 2023)

Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning. - Zhiyu Liang; Jianfeng Zhang; Chen Liang 002; Hongzhi Wang 001; Zheng Liang 002; Lujia Pan (CoRR, 2023)

IWEK: An Interpretable What-If Estimator for Database Knobs. - Yu Yan; Hongzhi Wang 001; Jian Geng; Jian Ma; Geng Li; Zixuan Wang; Zhiyu Dai; Tianqing Wang (CoRR, 2023)

Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning. - Chen Liang 002; Donghua Yang; Zhiyu Liang; Hongzhi Wang 001; Zheng Liang 002; Xiyang Zhang 002; Jianfeng Huang 002 (CoRR, 2023)

TransFusion Model Fusion Mechanism Based on Transformer for Traffic Flow Prediction. - Xintong Song; Donghua Yang; Yutong Wang; Hongzhi Wang 001; Jinbao Wang; Bo Zheng (J. Database Manag., 2023)

SoftStep relaxation for mining optimal convolution kernel. - Bozhou Chen; Hongzhi Wang 001 (Knowl. Based Syst., 2023)

Dynamic Relation Repairing for Knowledge Enhancement. - Rui Kang; Hongzhi Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

A Dual-Store Structure for Knowledge Graphs. - Zhixin Qi; Hongzhi Wang 001; Haoran Zhang 006 (IEEE Trans. Knowl. Data Eng., 2023)

PreKar: A learned performance predictor for knowledge graph stores. - Zhixin Qi; Hongzhi Wang 001; Ziming Shen; Donghua Yang (World Wide Web (WWW), 2023)

EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection. - Xinyue Shao; Hongzhi Wang 001; Xiao Zhu; Feng Xiong; Tianyu Mu; Yan Zhang (Inf. Sci., 2023)

AAE: An active auto-estimator for improving graph storage. - Yu Yan; Man Yang; Hongzhi Wang 001; Yuzhuo Wang; Tao Yu (Inf. Sci., 2023)

End-to-end multivariate time series classification via hybrid deep learning architectures. - Mehak Khan; Hongzhi Wang 001; Alladoumbaye Ngueilbaye; Aya El-Fatyany (Pers. Ubiquitous Comput., 2023)

Efficient Semi-External SCC Computation. - Xiaolong Wan; Hongzhi Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

HyGGE: Hyperbolic graph attention network for reasoning over knowledge graphs. - Yuzhuo Wang; Hongzhi Wang 001; Wenbo Lu; Yu Yan (Inf. Sci., 2023)

Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search. - Chunnan Wang; Kaixin Zhang; Hongzhi Wang 001; Bozhou Chen (ACM Trans. Knowl. Discov. Data, 2023)

Reachability Queries With Label and Substructure Constraints on Knowledge Graphs. - Xiaolong Wan; Hongzhi Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model. - Chunnan Wang; Chen Liang 002; Xiang Chen 019; Hongzhi Wang 001 (Pattern Recognit., 2023)

TENSILE: A Tensor Granularity Dynamic GPU Memory Scheduling Method Toward Multiple Dynamic Workloads System. - Kaixin Zhang; Hongzhi Wang 001; Han Hu; Songling Zou; Jiye Qiu; Tongxin Li; Zhishun Wang (IEEE Trans. Knowl. Data Eng., 2023)

SAT: sampling acceleration tree for adaptive database repartition. - Xiaoxiao Xie; Shengfei Shi; Hongzhi Wang 001; Mohan Li (World Wide Web (WWW), 2023)

Automated Graph Neural Network Search Under Federated Learning Framework. - Chunnan Wang; Bozhou Chen; Geng Li; Hongzhi Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Search for deep graph neural networks. - Guosheng Feng; Hongzhi Wang 001; Chunnan Wang (Inf. Sci., 2023)

Time series compression based on reinforcement learning. - Nan Jiang; Qingping Xiang; Hongzhi Wang 001; Bo Zheng (Inf. Sci., 2023)

Automatic single table storage structure selection for hybrid workload. - Hongzhi Wang 001; Yan Wei; Hao Yan (Knowl. Inf. Syst., 2023)

A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning. - Zhiyu Liang; Jianfeng Zhang; Chen Liang 002; Hongzhi Wang 001; Zheng Liang 002; Lujia Pan (Proc. VLDB Endow., 2023)

Data quality model for assessing public COVID-19 big datasets. - Alladoumbaye Ngueilbaye; Joshua Zhexue Huang; Mehak Khan; Hongzhi Wang 001 (J. Supercomput., 2023)

Discovering time series motifs of all lengths using dynamic time warping. - Zemin Chao; Hong Gao 001; Dongjing Miao; Hongzhi Wang 001 (World Wide Web (WWW), 2023)

Dirty Data Processing for Machine Learning, 2 - Zhixin Qi; Hongzhi Wang 001; Zejiao Dong (Springer, 2024)

DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. - Shenghe Zheng; Hongzhi Wang 001; Tianyu Mu (AAAI, 2024)

Access Structure Selection for Knowledge Graphs Based on Machine Learning. - Zhixin Qi; Hongzhi Wang 001 (ACM TUR-C, 2024)

RocolSys: An Automatic Row-Column Data Storage System for HTAP. - Shuangshuang Cui; Hongzhi Wang 001; Hao Wu; Dong Wang; Jinxuan Li; Jingbiao Ren; Chenguang Li; Wei Zhao (APWeb/WAIM (5), 2024)

Hyper-parameter Recommendation for Truth Discovery. - Siying Chen; Xiaoou Ding; Zheng Liang 002; Yafeng Tang; Hongzhi Wang 001 (DASFAA (3), 2024)

bSAX: A Novel Sketch for Efficient Data Series Similarity Search. - Han Hu; Jiye Qiu; Hongzhi Wang 001; Bin Liang; Songling Zou (DASFAA (5), 2024)

Cnos-Connector: Enabling Seamless Connection with CnosDB to Facilitate Large-Scale Time-Series Data Management and Analytics. - Zhiyu Liang; Yihao Dai; Bo Zheng; Hongzhi Wang 001 (DASFAA (7), 2024)

iMonitor: A Real-Time Monitoring Platform for Industrial Internet of Things. - Zhiyu Liang; Linhan Jia; Bo Zheng; Hongzhi Wang 001 (DASFAA (7), 2024)

Towards Real-Time Data Ingestion for Industrial Internet of Things. - Zhiyu Liang; Tingting Zhang; Bo Zheng; Hongzhi Wang 001 (DASFAA (7), 2024)

TSDDISCOVER: Discovering Data Dependency for Time Series Data. - Xiaoou Ding; Yingze Li; Hongzhi Wang 001; Chen Wang; Yida Liu; Jianmin Wang (ICDE, 2024)

Time Series Data Cleaning Under Expressive Constraints on Both Rows and Columns. - Xiaoou Ding; Genglong Li; Hongzhi Wang 001; Chen Wang; Yichen Song (ICDE, 2024)

Efficient Relaxed Functional Dependency Discovery with Minimal Set Cover. - Xiaoou Ding; Yida Liu; Hongzhi Wang 001; Chen Wang; Yichen Song; Donghua Yang; Jianmin Wang (ICDE, 2024)

ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. - Tianyu Mu; Hongzhi Wang 001; Haoyun Tang; Xinyue Shao (ICDE, 2024)

CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract). - Xinyue Shao; Hongzhi Wang 001; Xiang Chen 019; Xiao Zhu; Yan Zhang (ICDE, 2024)

Explainable Database Management System Configuration Tuning through Counterfactuals. - Xinyue Shao; Hongzhi Wang 001; Xiao Zhu; Tianyu Mu; Yan Zhang (ICDE, 2024)

Efficient Semi-External SCC Computation (Extended Abstract). - Xiaolong Wan; Hongzhi Wang 001 (ICDE, 2024)

AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search. - Chunnan Wang; Hongzhi Wang 001; Xiangyu Shi (ICDE, 2024)

QCFE: An Efficient Feature Engineering for Query Cost Estimation. - Yu Yan; Hongzhi Wang 001; Junfang Huang; Dake Zhong; Tao Yu; Kaixin Zhang; Man Yang; Tianqing Wang (ICDE, 2024)

Duet: Efficient and Scalable Hybrid Neural Relation Understanding. - Kaixin Zhang; Hongzhi Wang 001; Yabin Lu; Ziqi Li; Chang Shu; Yu Yan; Donghua Yang (ICDE, 2024)

Deep Reinforcement Learning Based on Greed for the Critical Cross-Section Identification Problem. - Huaiyuan Liu; Donghua Yang; Hekai Huang; Xinglei Chen; Hongzhi Wang 001; Yong Cui; Jun Gu (ICPCSEE (1), 2024)

An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem. - Huaiyuan Liu; Xianzhang Liu; Donghua Yang; Hongzhi Wang 001; Yingchi Long; Mengtong Ji; Dongjing Miao; Zhiyu Liang (KDD, 2024)

RHKH: Relational Hypergraph Neural Network for Link Prediction on N-ary Knowledge Hypergraph. - Yuzhuo Wang; Junwei He 002; Hongzhi Wang 001 (ACM Multimedia, 2024)

IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors. - Shenghe Zheng; Hongzhi Wang 001; Xianglong Liu 004 (NeurIPS, 2024)

UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning. - Zhiyu Liang; Chen Liang 002; Zheng Liang 002; Hongzhi Wang 001; Bo Zheng (SIGMOD Conference Companion, 2024)

Automatic time series forecasting model design based on pruning. - Chunnan Wang; Xingyu Chen; Chengyue Wu; Hongzhi Wang 001 (Appl. Soft Comput., 2024)

RTFormer: Re-parameter TSBN Spiking Transformer. - Hongzhi Wang 001; Xiubo Liang; Mengjian Li; Tao Zhang (CoRR, 2024)

KnobCF: Uncertainty-aware Knob Tuning. - Yu Yan; Junfang Huang; Hongzhi Wang 001; Jian Geng; Kaixin Zhang; Tao Yu (CoRR, 2024)

Updateable Data-Driven Cardinality Estimator with Bounded Q-error. - Yingze Li; Xianglong Liu 004; Hongzhi Wang 001; Kaixin Zhang; Zixuan Wang (CoRR, 2024)

MERLIN: Multi-stagE query performance prediction for dynamic paRallel oLap pIpeliNe. - Kaixin Zhang; Hongzhi Wang 001; Kunkai Gu; Ziqi Li; Chunyu Zhao; Yingze Li; Yu Yan (CoRR, 2024)

Multimodal Data Modeling Technology and Its App-19lication for Cloud-edge-device Collaboration. - Shuangshuang Cui; Xian Wu; Hongzhi Wang 001; Hao Wu (Int. J. Softw. Informatics, 2024)

TodyNet: Temporal dynamic graph neural network for multivariate time series classification. - Huaiyuan Liu; Donghua Yang; Xianzhang Liu; Xinglei Chen; Zhiyu Liang; Hongzhi Wang 001; Yong Cui; Jun Gu (Inf. Sci., 2024)

GFedKG: GNN-based federated embedding model for knowledge graph completion. - Yuzhuo Wang; Hongzhi Wang 001; Xianglong Liu 004; Yu Yan (Knowl. Based Syst., 2024)

Analytical framework for end-to-end channel capacity in molecular communication system. - Aya El-Fatyany; Hongzhi Wang 001; Mehak Khan; Saied M. Abd El-atty (Multim. Tools Appl., 2024)

One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting. - Yingze Li; Hongzhi Wang 001; Xianglong Liu 004 (Proc. ACM Manag. Data, 2024)

DIDS: Double Indices and Double Summarizations for Fast Similarity Search. - Han Hu; Jiye Qiu; Hongzhi Wang 001; Bin Liang; Songling Zou (Proc. VLDB Endow., 2024)

CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models. - Xinyue Shao; Hongzhi Wang 001; Xiang Chen 019; Xiao Zhu; Yan Zhang (IEEE Trans. Knowl. Data Eng., 2024)

DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data. - Xiaoou Ding; Yixing Lu; Hongzhi Wang 001; Chen Wang; Yida Liu; Jianmin Wang (Proc. VLDB Endow., 2024)

Clean4TSDB: A Data Cleaning Tool for Time Series Databases. - Xiaoou Ding; Yichen Song; Hongzhi Wang 001; Donghua Yang; Chen Wang; Jianmin Wang (Proc. VLDB Endow., 2024)

TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. - Zhiyu Liang; Chen Liang 002; Zheng Liang 002; Hongzhi Wang 001; Bo Zheng (Proc. VLDB Endow., 2024)

MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data. - Xiaoou Ding; Yichen Song; Hongzhi Wang 001; Chen Wang; Donghua Yang (Proc. VLDB Endow., 2024)

Fair Federated Learning with Multi-Objective Hyperparameter Optimization. - Chunnan Wang; Xiangyu Shi; Hongzhi Wang 001 (ACM Trans. Knowl. Discov. Data, 2024)

FedST: secure federated shapelet transformation for time series classification. - Zhiyu Liang; Hongzhi Wang 001 (VLDB J., 2024)

AutoSR: Automatic Sequential Recommendation System Design. - Chunnan Wang; Hongzhi Wang 001; Junzhe Wang; Guosheng Feng (IEEE Trans. Knowl. Data Eng., 2024)

TempSched: A Temperature-Aware Storage Scheduler for Time Series Across Cloud-Edge-Device. - Shuangshuang Cui; Hongzhi Wang 001; Xianglong Liu 004; Xiaoou Ding (ICDE, 2025)

CBAClean:A Comprehensive System for Recommending Data Cleaning Solutions Through Cost-Benefit Analysis in Data Quality Management. - Xiaoou Ding; Hongbin Su; Zekai Qian; Wenxuan Cui; Siying Chen; Zheng Liang 002; Chen Wang; Hongzhi Wang 001 (ICDE, 2025)

Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling. - Zheng Liang 002; Hongzhi Wang 001; Xiaoou Ding; Zhiyu Liang; Chen Liang 002; Yafeng Tang; Jianzhong Qi 001 (ICDE, 2025)

Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection. - Tianyu Mu; Hongzhi Wang 001; Chen Liang 002; Xinyue Shao (ICDE, 2025)

Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching. - Yafeng Tang; Zheng Liang 002; Hongzhi Wang 001; Xiaoou Ding; Tianyu Mu; Huan Hu (ICDE, 2025)

Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization. - Chunnan Wang; Junzhe Wang; Xiang Chen 019; Xintong Song; Tianyu Mu; Hongzhi Wang 001 (ICDE, 2025)

EAST: An Interpretable Knob Estimation System for Cloud Database. - Yu Yan; Hongzhi Wang 001; Jian Geng; Zixuan Wang; Xingyan Li; Tianqing Wang (ICDE, 2025)

KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection. - Zhiyu Liang; Dongrui Cai; Chenyuan Zhang; Zheng Liang 002; Chen Liang 002; Bo Zheng; Shi Qiu 006; Jin Wang 038; Hongzhi Wang 001 (SIGMOD Conference Companion, 2025)

Attention-guided triplet framework for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity. - Qasim Zaheer; Momina Malik; Syed Muhammad Ahmed Hassan Shah; Chengbo Ai; Hongzhi Wang 001; Zhiyu Liang; Shi Qiu 006 (Appl. Soft Comput., 2025)

Neural semantic evaluation of blockchain policy tools in China. - Yuxi Zhang; Haifeng Guo; Ke Peng; Hongzhi Wang 001 (Appl. Soft Comput., 2025)

ACDRL: A constraint-guided dynamic reinforcement learning for index selection. - Yu Yan; Jian Geng; Hongzhi Wang 001; Kaixin Zhang; Yuzhuo Wang (Inf. Sci., 2025)

A deep association discovery framework for the multidimensional data: Application to power grid analysis. - Huaiyuan Liu; Donghua Yang; Jin Yang; Shengwen Zheng; Boran Shen; Hongzhi Wang 001; Xinglei Chen; Yong Cui; Jun Gu (Knowl. Based Syst., 2025)

Approximation algorithms for finding maximum containing circle and sphere. - Kaiqi Zhang 001; Siyuan Zhang; Jirun Gao; Hongzhi Wang 001; Hong Gao 001; Jianzhong Li 001 (Theor. Comput. Sci., 2025)

Revisiting Data Analysis with Pre-trained Foundation Models. - Chen Liang 002; Donghua Yang; Zheng Liang 002; Zhiyu Liang; Tianle Zhang; Boyu Xiao; Yuqing Yang; Wenqi Wang; Hongzhi Wang 001 (CoRR, 2025)

Learned index for non-key queries. - Rui Zhu; Hongzhi Wang 001; Sheng Xia; Bo Zheng (Knowl. Inf. Syst., 2025)

Brame: Hierarchical Data Management Framework for Cloud-Edge-Device Collaboration. - Xianglong Liu 004; Hongzhi Wang 001; Yingze Li; Minchong Li; Shenghe Zheng; Weihua Sun (CoRR, 2025)

DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation. - Kaixin Zhang; Hongzhi Wang 001; Ziqi Li; Yabin Lu; Yingze Li; Yu Yan; Yiming Guan (CoRR, 2025)

FedDict: Towards Practical Federated Dictionary-Based Time Series Classification. - Zhiyu Liang; Zheng Liang 002; Hongzhi Wang 001; Bo Zheng (IEEE Trans. Knowl. Data Eng., 2025)

An Amortized O(1) Lower Bound for Dynamic Time Warping in Motif Discovery. - Zemin Chao; Hong Gao 001; Dongjing Miao; Jianzhong Li 001; Hongzhi Wang 001 (IEEE Trans. Knowl. Data Eng., 2025)

Algorithmic Complexity Attacks on All Learned Cardinality Estimators: A Data-centric Approach. - Yingze Li; Xianglong Liu 004; Dong Wang; Zixuan Wang; Hongzhi Wang 001; Kaixing Zhang; Yiming Guan (CoRR, 2025)

SAM: A Stability-Aware Cache Manager for Multi-Tenant Embedded Databases. - Haoran Zhang 006; Decheng Zuo; Yu Yan; Zhiyu Liang; Hongzhi Wang 001 (CoRR, 2025)

Efficient Cloud-Edge-Device Query Execution Based on Collaborative Scan Operator. - Chunyu Zhao; Hongzhi Wang 001; Kaixin Zhang; Hongliang Li; Yihan Zhang; Jiawei Zhang; Kunkai Gu; Yuan Tian; Xiangdong Huang; Jingyi Xu (CoRR, 2025)

Relevant subspace search for outlier detection on massive data. - Qianhui Xu; Xixian Han; Xiaolong Wan; Hongzhi Wang 001 (Expert Syst. Appl., 2026)

BLOTTER: Block-based lossless compression for highway structural health monitoring data. - Zhixin Qi; Yushuai Fei; Zemin Chao; Zejiao Dong; Hongzhi Wang 001 (Future Gener. Comput. Syst., 2026)