Hongzhi Wang
Orcid: 0000-0002-7521-2871Affiliations:
- Harbin Institute of Technology, China
According to our database1,
Hongzhi Wang
authored at least 374 papers
between 2002 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Theor. Comput. Sci., 2025
Inf. Sci., 2025
2024
IEEE Trans. Knowl. Data Eng., November, 2024
VLDB J., September, 2024
ACM Trans. Knowl. Discov. Data, September, 2024
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis.
Proc. VLDB Endow., August, 2024
Proc. VLDB Endow., August, 2024
DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data.
Proc. VLDB Endow., July, 2024
IEEE Trans. Knowl. Data Eng., June, 2024
Proc. VLDB Endow., May, 2024
Proc. ACM Manag. Data, February, 2024
Analytical framework for end-to-end channel capacity in molecular communication system.
Multim. Tools Appl., January, 2024
Knowl. Based Syst., 2024
TodyNet: Temporal dynamic graph neural network for multivariate time series classification.
Inf. Sci., 2024
Multimodal Data Modeling Technology and Its App-19lication for Cloud-edge-device Collaboration.
Int. J. Softw. Informatics, 2024
Appl. Soft Comput., 2024
UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024
RHKH: Relational Hypergraph Neural Network for Link Prediction on N-ary Knowledge Hypergraph.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the Database Systems for Advanced Applications, 2024
Proceedings of the Database Systems for Advanced Applications, 2024
Cnos-Connector: Enabling Seamless Connection with CnosDB to Facilitate Large-Scale Time-Series Data Management and Analytics.
Proceedings of the Database Systems for Advanced Applications, 2024
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024
Proceedings of the ACM Turing Award Celebration Conference 2024, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Springer, ISBN: 978-981-99-7656-0, 2024
2023
World Wide Web (WWW), November, 2023
J. Supercomput., November, 2023
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning.
Proc. VLDB Endow., November, 2023
Knowl. Inf. Syst., November, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
World Wide Web (WWW), September, 2023
TENSILE: A Tensor Granularity Dynamic GPU Memory Scheduling Method Toward Multiple Dynamic Workloads System.
IEEE Trans. Knowl. Data Eng., August, 2023
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model.
Pattern Recognit., August, 2023
IEEE Trans. Knowl. Data Eng., June, 2023
ACM Trans. Knowl. Discov. Data, June, 2023
Inf. Sci., June, 2023
End-to-end multivariate time series classification via hybrid deep learning architectures.
Pers. Ubiquitous Comput., April, 2023
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection.
Inf. Sci., April, 2023
World Wide Web (WWW), January, 2023
IEEE Trans. Knowl. Data Eng., 2023
J. Database Manag., 2023
CoRR, 2023
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning.
CoRR, 2023
One stone, two birds: A lightweight multidimensional learned index with cardinality support.
CoRR, 2023
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification.
CoRR, 2023
UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning.
CoRR, 2023
FedST: Federated Shapelet Transformation for Interpretable Time Series Classification.
CoRR, 2023
Proceedings of the Data Science, 2023
Proceedings of the Data Science, 2023
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the Database Systems for Advanced Applications. DASFAA 2023 International Workshops, 2023
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the Database Systems for Advanced Applications, 2023
SNN-AAD: Active Anomaly Detection Method for Multivariate Time Series with Sparse Neural Network.
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the Combinatorial Optimization and Applications, 2023
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023
2022
Springer Briefs in Computer Science, Springer, ISBN: 978-981-19-1878-0, 2022
World Wide Web, 2022
IEEE Trans. Knowl. Data Eng., 2022
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification.
Proc. VLDB Endow., 2022
JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration.
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
J. Artif. Intell. Conscious., 2022
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.
Inf. Sci., 2022
METransE: Manifold-like mechanism enhanced embedding for reasoning over knowledge graphs.
Expert Syst. Appl., 2022
Distributed Parallel Databases, 2022
CoRR, 2022
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy.
CoRR, 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model.
CoRR, 2022
Appl. Intell., 2022
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022
Automatic Scheduling Technology of Computing Power Network Driven by Knowledge Graph.
Proceedings of the International Conference on Service Science, 2022
Proceedings of the Model and Data Engineering: 11th International Conference, 2022
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022
ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022
2021
IDCOS: optimization strategy for parallel complex expression computation on big data.
J. Supercomput., 2021
J. Supercomput., 2021
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification.
J. Supercomput., 2021
Proc. VLDB Endow., 2021
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification.
Neural Process. Lett., 2021
Neural Process. Lett., 2021
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning.
Knowl. Based Syst., 2021
Knowl. Based Syst., 2021
Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning.
Knowl. Based Syst., 2021
Industrial time series determinative anomaly detection based on constraint hypergraph.
Knowl. Based Syst., 2021
Knowl. Inf. Syst., 2021
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation.
J. Comput. Sci. Technol., 2021
Attributed community search based on effective scoring function and elastic greedy method.
Inf. Sci., 2021
Efficient class-specific shapelets learning for interpretable time series classification.
Inf. Sci., 2021
Intell. Data Anal., 2021
Eng. Appl. Artif. Intell., 2021
Eng. Appl. Artif. Intell., 2021
CoRR, 2021
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search.
CoRR, 2021
Approximate Query Processing for Group-By Queries based on Conditional Generative Models.
CoRR, 2021
Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data.
CoRR, 2021
EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams.
Complex., 2021
Big Data Min. Anal., 2021
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021
Proceedings of the Data Science, 2021
Proceedings of the Data Science, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the Database Systems for Advanced Applications, 2021
The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods.
Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021
A Study on Bitcoin Price Volatility Based on the SVAR Model and Impulse Response Analysis.
Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021
2020
Wirel. Pers. Commun., 2020
On mixing reservoir targeted drug delivery Modeling-based Internet of Bio-NanoThings.
Wirel. Networks, 2020
VLDB J., 2020
IEEE Trans. Knowl. Data Eng., 2020
Soft Comput., 2020
Knowl. Based Syst., 2020
Knowl. Inf. Syst., 2020
J. Inf. Sci. Eng., 2020
Inf. Sci., 2020
Misplaced Subsequences Repairing with Application to Multivariate Industrial Time Series Data.
CoRR, 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results.
CoRR, 2020
EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective.
CoRR, 2020
CoRR, 2020
Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation.
CoRR, 2020
CoRR, 2020
Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters.
CoRR, 2020
Big Data Min. Anal., 2020
Appl. Soft Comput., 2020
Proceedings of the Data Science, 2020
Proceedings of the Data Science, 2020
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Database Systems for Advanced Applications, 2020
Proceedings of the Database Systems for Advanced Applications, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020
An Effective Constraint-Based Anomaly Detection Approach on Multivariate Time Series.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020
Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020
Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Knowl. Based Syst., 2019
Knowl. Inf. Syst., 2019
Distributed Parallel Databases, 2019
CoRR, 2019
Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation.
CoRR, 2019
An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams.
IEEE Access, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Proceedings of the ACM Conference on Global Computing Education, 2019
Proceedings of the ACM Turing Celebration Conference - China, 2019
Proceedings of the ACM Turing Celebration Conference - China, 2019
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
IEEE Trans. Knowl. Data Eng., 2018
Knowl. Based Syst., 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).
计算机科学, 2018
J. Comput. Sci. Technol., 2018
Frontiers Comput. Sci., 2018
Distributed Parallel Databases, 2018
Big Data Min. Anal., 2018
IEEE Access, 2018
Statistical Learning-Based Prediction of Execution Time of Data-Intensive Program Under Hadoop2.0.
Proceedings of the Data Science, 2018
Proceedings of the Data Science, 2018
Proceedings of the Data Science, 2018
Proceedings of the Data Science, 2018
Proceedings of the Advances in Conceptual Modeling, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
2017
Frontiers Inf. Technol. Electron. Eng., 2017
J. Comput. Sci. Technol., 2017
J. Comput. Sci. Technol., 2017
Proceedings of the Data Science, 2017
Proceedings of the Data Science, 2017
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
2016
Knowl. Inf. Syst., 2016
Knowl. Inf. Syst., 2016
J. Syst. Softw., 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).
计算机科学, 2016
Future Gener. Comput. Syst., 2016
Frontiers Comput. Sci., 2016
Proceedings of the Wireless Algorithms, Systems, and Applications, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the Social Computing, 2016
Proceedings of the Social Computing, 2016
HierarSearch: Enhancing Performance of Search Engines by Mining Semantic Relationships Among Results.
Proceedings of the Social Computing, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
World Wide Web, 2015
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015
Proceedings of the Intelligent Computation in Big Data Era, 2015
Proceedings of the Intelligent Computation in Big Data Era, 2015
Paradise Pointer : A Sightseeing Scenes Images Search Engine Based on Big Data Processing.
Proceedings of the Intelligent Computation in Big Data Era, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
2014
Proceedings of the Wireless Algorithms, Systems, and Applications, 2014
Proceedings of the Wireless Algorithms, Systems, and Applications, 2014
Proceedings of the Wireless Algorithms, Systems, and Applications, 2014
Proceedings of the Web-Age Information Management - 15th International Conference, 2014
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014
Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior.
Proceedings of the Database Systems for Advanced Applications, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014
Proceedings of the Databases Theory and Applications, 2014
2013
A survey on tree edit distance lower bound estimation techniques for similarity join on XML data.
SIGMOD Rec., 2013
Knowl. Based Syst., 2013
J. Syst. Softw., 2013
Int. J. Cooperative Inf. Syst., 2013
CoRR, 2013
Proceedings of the Web-Age Information Management - 14th International Conference, 2013
Proceedings of the Web-Age Information Management - 14th International Conference, 2013
Proceedings of the Web-Age Information Management, 2013
Proceedings of the Web-Age Information Management - 14th International Conference, 2013
Proceedings of the Web-Age Information Management - 14th International Conference, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the Database Systems for Advanced Applications, 2013
Proceedings of the Database Systems for Advanced Applications, 2013
2012
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
Proceedings of the Web-Age Information Management, 2012
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
Proceedings of the Web-Age Information Management, 2012
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
2011
J. Comput. Inf. Technol., 2011
Proceedings of the Web-Age Information Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
Proceedings of the Grid and Cloud Database Management, 2011
Proceedings of the Graph Data Management: Techniques and Applications., 2011
2010
Proceedings of the Database and XML Technologies, 2010
Proceedings of the Web-Age Information Management, 2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proceedings of the Web-Age Information Management, 2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
2009
Proceedings of the Database Systems for Advanced Applications, 2009
Proceedings of the Database Systems for Advanced Applications, 2009
Proceedings of the Artificial Intelligence and Computational Intelligence, 2009
2008
Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document.
World Wide Web, 2008
World Wide Web, 2008
Proc. VLDB Endow., 2008
Int. J. Intell. Inf. Database Syst., 2008
Int. J. Bus. Process. Integr. Manag., 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.
BMC Syst. Biol., 2008
Proceedings of the Wireless Algorithms, 2008
Proceedings of the 9th International Conference for Young Computer Scientists, 2008
2007
Proceedings of the Advances in Data and Web Management, 2007
2006
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006
Clustered Absolute Path Index for XML Document: On Efficient Processing of Twig Queries.
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006
2005
Subgraph Join: Efficient Processing Subgraph Queries on Graph-Structured XML Document.
Proceedings of the Advances in Web-Age Information Management, 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005
Proceedings of the Advances in Computer Science, 2005
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005
2004
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
2003
Proceedings of the Advances in Web-Age Information Management, 2003
Proceedings of the Databases in Networked Information Systems, 2003
Proceedings of the 17th International Conference on Advanced Information Networking and Applications (AINA'03), 2003
2002
Proceedings of the Digital Libraries: People, 2002