Hongzhi Wang

468 papers A* 37A 4B 6C 10Misc 2Journal 263Unranked 130
YearRankTypeTitle / Venue / Authors
2026 J jnl
${\sf FinePar}$FinePar: A Fine-Grained Data Partitioning Framework for Cloud-Edge-Device Architectures.
IEEE Trans. Knowl. Data Eng.
Shuangshuang Cui, Hongzhi Wang, Jinghan Lin, Xiaoou Ding, Donghua Yang
2026 J jnl
A Cost-Saving Response Scheduler for Highway Structural Health Monitoring Data Applications.
Data Sci. Eng.
Zhixin Qi, Yulin Wang, Zemin Chao, Zejiao Dong, Hongzhi Wang
2026 J jnl
A New Lower Bounding Paradigm and Tighter Lower Bounds for Elastic Similarity Measures.
CoRR
Zemin Chao, Boyu Xiao, Zitong Li, Zhixin Qi, Xianglong Liu, Hongzhi Wang
2026 J jnl
BLOTTER: Block-based lossless compression for highway structural health monitoring data.
Future Gener. Comput. Syst.
Zhixin Qi, Yushuai Fei, Zemin Chao, Zejiao Dong, Hongzhi Wang
2026 J jnl
BufferNAS: Buffer pool sampling in neural architecture search.
Inf. Sci.
Hongzhi Wang, Chunnan Wang, Xintong Song, Fei Geng
2026 J jnl
Crame: Hierarchical data management framework for cloud-edge-device collaboration.
Inf. Sci.
Xianglong Liu, Hongzhi Wang, Yingze Li, Minchong Li, Shenghe Zheng, Weihua Sun, Zemin Chao
2026 — ed.
Data Science - 11th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2025, Hiroshima, Japan, September 19-21, 2025, Proceedings
ICPCSEE
Yi Yu, Haiwei Pan, Hongzhi Wang, Chen Yu, Qilong Han, Haiyi Liu, Xianhua Song, Zeguang Lu
2026 J jnl
DistJoin: A Decoupled Join Cardinality Estimator Based on Adaptive Neural Predicate Modulation.
IEEE Trans. Knowl. Data Eng.
Kaixin Zhang, Hongzhi Wang, Ziqi Li, Yabin Lu, Yu Yan, Yingze Li, Yiming Guan
2026 J jnl
Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model.
CoRR
Zhongzheng Wang, Yuanhe Tian, Hongzhi Wang, Yan Song
2026 J jnl
Nearly Optimal Bayesian Inference for Structural Missingness.
CoRR
Chen Liang, Donghua Yang, Yutong Zhao, Tianle Zhang, Shenghang Zhou, Zhiyu Liang, Hengtong Zhang, Hongzhi Wang, Ziqi Li, Xiyang Zhang, Zheng Liang, Yifei Li
2026 J jnl
Real-Time Dynamic Response Identification for Highway Structural Health Monitoring Data.
Data Sci. Eng.
Zhixin Qi, Xin Su, Yulin Wang, Zemin Chao, Zejiao Dong, Hongzhi Wang
2026 J jnl
Real-time Vehicle-Induced Response Identification via crowdsourced labeling for high-frequency unlabeled sensor data.
Eng. Appl. Artif. Intell.
Zhixin Qi, Yulin Wang, Zhiyang Liu, Zemin Chao, Zejiao Dong, Hongzhi Wang
2026 J jnl
Relevant subspace search for outlier detection on massive data.
Expert Syst. Appl.
Qianhui Xu, Xixian Han, Xiaolong Wan, Hongzhi Wang
2026 J jnl
Revisiting data analysis with Pre-trained foundation models.
VLDB J.
Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang
2026 J jnl
Training Data Selection with Gradient Orthogonality for Efficient Domain Adaptation.
CoRR
Xiyang Zhang, Yuanhe Tian, Hongzhi Wang, Yan Song
2026 A* conf
Trireme: A Tripartite Regulation Scheme for Diffusion Models.
WWW
Hengtong Zhang, Chen Ye, Hongzhi Wang
2025 J jnl
A deep association discovery framework for the multidimensional data: Application to power grid analysis.
Knowl. Based Syst.
Huaiyuan Liu, Donghua Yang, Jin Yang, Shengwen Zheng, Boran Shen, Hongzhi Wang, Xinglei Chen, Yong Cui, Jun Gu
2025 J jnl
ACDRL: A constraint-guided dynamic reinforcement learning for index selection.
Inf. Sci.
Yu Yan, Jian Geng, Hongzhi Wang, Kaixin Zhang, Yuzhuo Wang
2025 J jnl
Adaptive Data Selection for Multi-Layer Perceptron Training: A Sub-linear Value-Driven Method.
CoRR
Xiyang Zhang, Chen Liang, Haoxuan Qiu, Hongzhi Wang
2025 J jnl
Algorithmic Complexity Attacks on All Learned Cardinality Estimators: A Data-centric Approach.
CoRR
Yingze Li, Xianglong Liu, Dong Wang, Zixuan Wang, Hongzhi Wang, Kaixing Zhang, Yiming Guan
2025 J jnl
An Amortized O(1) Lower Bound for Dynamic Time Warping in Motif Discovery.
IEEE Trans. Knowl. Data Eng.
Zemin Chao, Hong Gao, Dongjing Miao, Jianzhong Li, Hongzhi Wang
2025 — conf
Antigen: Highway Abnormal Event Detection System Driven by Roadside Edge Computing.
APWeb-WAIM (4)
Zhixin Qi, Jiaqiang Chen, Zemin Chao, Zejiao Dong, Hongzhi Wang
2025 J jnl
Approximation algorithms for finding maximum containing circle and sphere.
Theor. Comput. Sci.
Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li
2025 J jnl
Attention-guided triplet framework for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity.
Appl. Soft Comput.
Qasim Zaheer, Momina Malik, Syed Muhammad Ahmed Hassan Shah, Chengbo Ai, Hongzhi Wang, Zhiyu Liang, Shi Qiu
2025 A* conf
Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection.
ICDE
Tianyu Mu, Hongzhi Wang, Chen Liang, Xinyue Shao
2025 J jnl
Brame: Hierarchical Data Management Framework for Cloud-Edge-Device Collaboration.
CoRR
Xianglong Liu, Hongzhi Wang, Yingze Li, Minchong Li, Shenghe Zheng, Weihua Sun
2025 A* conf
CBAClean:A Comprehensive System for Recommending Data Cleaning Solutions Through Cost-Benefit Analysis in Data Quality Management.
ICDE
Xiaoou Ding, Hongbin Su, Zekai Qian, Wenxuan Cui, Siying Chen, Zheng Liang, Chen Wang, Hongzhi Wang
2025 J jnl
Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data.
Proc. VLDB Endow.
Xiaoou Ding, Muyun Zhou, Yida Liu, Chen Wang, Hongzhi Wang, Jianmin Wang
2025 J jnl
DemandClean: A Multi-Objective Learning Framework for Balancing Model Tolerance to Data Authenticity and Diversity.
Proc. VLDB Endow.
Zekai Qian, Xiaoou Ding, Chen Wang, Hongzhi Wang
2025 A* conf
Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching.
ICDE
Yafeng Tang, Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu, Huan Hu
2025 — conf
Discrete Channel Mapping in Knowledge Distillation.
APWeb-WAIM (3)
Chong Zhang, Hongwei Liu, Hongzhi Wang, Wei Du, Jiaying Wang, Sijia Zheng
2025 J jnl
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation.
CoRR
Kaixin Zhang, Hongzhi Wang, Ziqi Li, Yabin Lu, Yingze Li, Yu Yan, Yiming Guan
2025 A* conf
EAST: An Interpretable Knob Estimation System for Cloud Database.
ICDE
Yu Yan, Hongzhi Wang, Jian Geng, Zixuan Wang, Xingyan Li, Tianqing Wang
2025 J jnl
Efficient Cloud-Edge-Device Query Execution Based on Collaborative Scan Operator.
CoRR
Chunyu Zhao, Hongzhi Wang, Kaixin Zhang, Hongliang Li, Yihan Zhang, Jiawei Zhang, Kunkai Gu, Yuan Tian, Xiangdong Huang, Jingyi Xu
2025 — conf
Egret: Massive Highway Monitoring Time Series Data Sharing System.
APWeb-WAIM (4)
Yulin Wang, Zhixin Qi, Zemin Chao, Zejiao Dong, Hongzhi Wang
2025 J jnl
Exploring the Heterogeneity of Tabular Data: A Diversity-aware Data Generator via LLMs.
CoRR
Yafeng Tang, Xiaoou Ding, Jianzhuo Du, Zishuo Yan, Zhuang Ma, Zheng Liang, Zekai Qian, Hongzhi Wang
2025 J jnl
FSMDTW: A Fast Index-free Subsequence Matching Algorithm for Dynamic Time Warping.
Proc. VLDB Endow.
Zemin Chao, Qiaoyi Zheng, Zhixin Qi, Hongzhi Wang
2025 J jnl
FedDict: Towards Practical Federated Dictionary-Based Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Zhiyu Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2025 — conf
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
SIGMOD Conference Companion
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 J jnl
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection.
CoRR
Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang
2025 — conf
KIMII: A System for Highway Key Information Identification and Multi-source Data Integration.
APWeb-WAIM (4)
Yushuai Fei, Zhixin Qi, Zemin Chao, Zejiao Dong, Hongzhi Wang
2025 J jnl
KnobCF: Uncertainty-Aware Knob Tuning.
IEEE Trans. Knowl. Data Eng.
Yu Yan, Junfang Huang, Hongzhi Wang, Jian Geng, Kaixin Zhang, Tao Yu
2025 — conf
LW-CQ: ML-Driven Cardinality Estimation for Complex Queries.
ICPCSEE
Jiye Qiu, Donghua Yang, Mengmeng Li, Haifeng Guo, Hongqiang Wang, Hongzhi Wang
2025 J jnl
Learned index for non-key queries.
Knowl. Inf. Syst.
Rui Zhu, Hongzhi Wang, Sheng Xia, Bo Zheng
2025 A* conf
Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization.
ICDE
Chunnan Wang, Junzhe Wang, Xiang Chen, Xintong Song, Tianyu Mu, Hongzhi Wang
2025 — conf
Multiscale Dynamic Inference Acceleration for Deep Neural Networks.
ICPCSEE
Chong Zhang, Hongwei Liu, Hongzhi Wang, Wei Du, Jiaying Wang, Sijia Zheng
2025 J jnl
Neural semantic evaluation of blockchain policy tools in China.
Appl. Soft Comput.
Yuxi Zhang, Haifeng Guo, Ke Peng, Hongzhi Wang
2025 — conf
Reinforcement Learning for Time-Series Query Optimization.
ICPCSEE
Songling Zou, Donghua Yang, Mengmeng Li, Haifeng Guo, Hongqiang Wang, Hongzhi Wang
2025 J jnl
Revisiting Data Analysis with Pre-trained Foundation Models.
CoRR
Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang
2025 J jnl
SAM: A Stability-Aware Cache Manager for Multi-Tenant Embedded Databases.
CoRR
Haoran Zhang, Decheng Zuo, Yu Yan, Zhiyu Liang, Hongzhi Wang
2025 — conf
SHMComp: A Multifunctional System for Highway Structural Health Monitoring Data Compression.
APWeb-WAIM (4)
Zhixin Qi, Yushuai Fei, Zemin Chao, Zejiao Dong, Hongzhi Wang
2025 A* conf
Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling.
ICDE
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi
2025 A* conf
TempSched: A Temperature-Aware Storage Scheduler for Time Series Across Cloud-Edge-Device.
ICDE
Shuangshuang Cui, Hongzhi Wang, Xianglong Liu, Xiaoou Ding
2025 J jnl
UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow.
Proc. VLDB Endow.
Xiaoou Ding, Zekai Qian, Hongzhi Wang, Siying Chen, Yafeng Tang, Hongbin Su, Huan Hu, Chen Wang
2024 C conf
A Survey of Deep Model Compression and Acceleration.
GPC
Chong Zhang, Hongwei Liu, Hongzhi Wang, Jiaying Wang, Sijia Zheng, Xiaoqian Meng, Siyan Zhu
2024 — conf
Access Structure Selection for Knowledge Graphs Based on Machine Learning.
ACM TUR-C
Zhixin Qi, Hongzhi Wang
2024 A* conf
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem.
KDD
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang
2024 J jnl
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem.
CoRR
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang
2024 J jnl
Analytical framework for end-to-end channel capacity in molecular communication system.
Multim. Tools Appl.
Aya El-Fatyany, Hongzhi Wang, Mehak Khan, Saied M. Abd El-atty
2024 A* conf
AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search.
ICDE
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
2024 J jnl
AutoSR: Automatic Sequential Recommendation System Design.
IEEE Trans. Knowl. Data Eng.
Chunnan Wang, Hongzhi Wang, Junzhe Wang, Guosheng Feng
2024 J jnl
Automatic time series forecasting model design based on pruning.
Appl. Soft Comput.
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
2024 J jnl
CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models.
IEEE Trans. Knowl. Data Eng.
Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang
2024 A* conf
CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract).
ICDE
Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang
2024 J jnl
Clean4TSDB: A Data Cleaning Tool for Time Series Databases.
Proc. VLDB Endow.
Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Chen Wang, Jianmin Wang
2024 — conf
Cnos-Connector: Enabling Seamless Connection with CnosDB to Facilitate Large-Scale Time-Series Data Management and Analytics.
DASFAA (7)
Zhiyu Liang, Yihao Dai, Bo Zheng, Hongzhi Wang
2024 J jnl
DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data.
Proc. VLDB Endow.
Xiaoou Ding, Yixing Lu, Hongzhi Wang, Chen Wang, Yida Liu, Jianmin Wang
2024 A* conf
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.
AAAI
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
2024 J jnl
DIDS: Double Indices and Double Summarizations for Fast Similarity Search.
Proc. VLDB Endow.
Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou
2024 — conf
Deep Reinforcement Learning Based on Greed for the Critical Cross-Section Identification Problem.
ICPCSEE (1)
Huaiyuan Liu, Donghua Yang, Hekai Huang, Xinglei Chen, Hongzhi Wang, Yong Cui, Jun Gu
2024 C conf
Design of a Highly Robust Regression Rule Mining Algorithm for Time Series Data.
GPC
Yiming Guan, Donghua Yang, Mengmeng Li, Hongzhi Wang, Hongqiang Wang, Sijia Zheng, Xiaoqian Meng, Siyan Zhu
2024 — book
Dirty Data Processing for Machine Learning, 2
Zhixin Qi, Hongzhi Wang, Zejiao Dong
2024 A* conf
Duet: Efficient and Scalable Hybrid Neural Relation Understanding.
ICDE
Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang
2024 A* conf
Efficient Relaxed Functional Dependency Discovery with Minimal Set Cover.
ICDE
Xiaoou Ding, Yida Liu, Hongzhi Wang, Chen Wang, Yichen Song, Donghua Yang, Jianmin Wang
2024 A* conf
Efficient Semi-External SCC Computation (Extended Abstract).
ICDE
Xiaolong Wan, Hongzhi Wang
2024 A* conf
Explainable Database Management System Configuration Tuning through Counterfactuals.
ICDE
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang
2024 J jnl
Fair Federated Learning with Multi-Objective Hyperparameter Optimization.
ACM Trans. Knowl. Discov. Data
Chunnan Wang, Xiangyu Shi, Hongzhi Wang
2024 J jnl
FedST: secure federated shapelet transformation for time series classification.
VLDB J.
Zhiyu Liang, Hongzhi Wang
2024 J jnl
GFedKG: GNN-based federated embedding model for knowledge graph completion.
Knowl. Based Syst.
Yuzhuo Wang, Hongzhi Wang, Xianglong Liu, Yu Yan
2024 — conf
Hyper-parameter Recommendation for Truth Discovery.
DASFAA (3)
Siying Chen, Xiaoou Ding, Zheng Liang, Yafeng Tang, Hongzhi Wang
2024 A* conf
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors.
NeurIPS
Shenghe Zheng, Hongzhi Wang, Xianglong Liu
2024 J jnl
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors.
CoRR
Shenghe Zheng, Hongzhi Wang, Xianglong Liu
2024 J jnl
KnobCF: Uncertainty-aware Knob Tuning.
CoRR
Yu Yan, Junfang Huang, Hongzhi Wang, Jian Geng, Kaixin Zhang, Tao Yu
2024 J jnl
MERLIN: Multi-stagE query performance prediction for dynamic paRallel oLap pIpeliNe.
CoRR
Kaixin Zhang, Hongzhi Wang, Kunkai Gu, Ziqi Li, Chunyu Zhao, Yingze Li, Yu Yan
2024 J jnl
MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data.
Proc. VLDB Endow.
Xiaoou Ding, Yichen Song, Hongzhi Wang, Chen Wang, Donghua Yang
2024 J jnl
Multimodal Data Modeling Technology and Its App-19lication for Cloud-edge-device Collaboration.
Int. J. Softw. Informatics
Shuangshuang Cui, Xian Wu, Hongzhi Wang, Hao Wu
2024 J jnl
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting.
Proc. ACM Manag. Data
Yingze Li, Hongzhi Wang, Xianglong Liu
2024 A* conf
QCFE: An Efficient Feature Engineering for Query Cost Estimation.
ICDE
Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Tao Yu, Kaixin Zhang, Man Yang, Tianqing Wang
2024 A* conf
RHKH: Relational Hypergraph Neural Network for Link Prediction on N-ary Knowledge Hypergraph.
ACM Multimedia
Yuzhuo Wang, Junwei He, Hongzhi Wang
2024 J jnl
RTFormer: Re-parameter TSBN Spiking Transformer.
CoRR
Hongzhi Wang, Xiubo Liang, Mengjian Li, Tao Zhang
2024 — conf
RocolSys: An Automatic Row-Column Data Storage System for HTAP.
APWeb/WAIM (5)
Shuangshuang Cui, Hongzhi Wang, Hao Wu, Dong Wang, Jinxuan Li, Jingbiao Ren, Chenguang Li, Wei Zhao
2024 A* conf
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization.
ICDE
Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao
2024 A* conf
TSDDISCOVER: Discovering Data Dependency for Time Series Data.
ICDE
Xiaoou Ding, Yingze Li, Hongzhi Wang, Chen Wang, Yida Liu, Jianmin Wang
2024 A* conf
Time Series Data Cleaning Under Expressive Constraints on Both Rows and Columns.
ICDE
Xiaoou Ding, Genglong Li, Hongzhi Wang, Chen Wang, Yichen Song
2024 J jnl
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis.
CoRR
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 J jnl
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis.
Proc. VLDB Endow.
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 J jnl
TodyNet: Temporal dynamic graph neural network for multivariate time series classification.
Inf. Sci.
Huaiyuan Liu, Donghua Yang, Xianzhang Liu, Xinglei Chen, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
2024 — conf
Towards Real-Time Data Ingestion for Industrial Internet of Things.
DASFAA (7)
Zhiyu Liang, Tingting Zhang, Bo Zheng, Hongzhi Wang
2024 — conf
UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning.
SIGMOD Conference Companion
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
2024 J jnl
Updateable Data-Driven Cardinality Estimator with Bounded Q-error.
CoRR
Yingze Li, Xianglong Liu, Hongzhi Wang, Kaixin Zhang, Zixuan Wang
2024 — conf
bSAX: A Novel Sketch for Efficient Data Series Similarity Search.
DASFAA (5)
Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou
2024 — conf
iMonitor: A Real-Time Monitoring Platform for Industrial Internet of Things.
DASFAA (7)
Zhiyu Liang, Linhan Jia, Bo Zheng, Hongzhi Wang
2023 J jnl
A Dual-Store Structure for Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Zhixin Qi, Hongzhi Wang, Haoran Zhang
2023 — conf
A Novel Approximation Algorithm for Max-Covering Circle Problem.
COCOA (1)
Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li
2023 J jnl
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning.
Proc. VLDB Endow.
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
2023 J jnl
AAE: An active auto-estimator for improving graph storage.
Inf. Sci.
Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang, Tao Yu
2023 — conf
ANSWER: Automatic Index Selector for Knowledge Graphs.
APWeb-WAIM (2)
Zhixin Qi, Haoran Zhang, Hongzhi Wang, Zemin Chao
2023 — conf
Approximate Query Processing Based on Approximate Materialized View.
ICA3PP (2)
Yuhan Wu, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
2023 J jnl
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search.
ACM Trans. Knowl. Discov. Data
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen
2023 — conf
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning.
DASFAA (Workshops)
Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang
2023 J jnl
Automated Graph Neural Network Search Under Federated Learning Framework.
IEEE Trans. Knowl. Data Eng.
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
2023 J jnl
Automatic single table storage structure selection for hybrid workload.
Knowl. Inf. Syst.
Hongzhi Wang, Yan Wei, Hao Yan
2023 — conf
Cleanits-MEDetect: Multiple Errors Detection for Time Series Data in Cleanits.
DASFAA (4)
Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Yida Liu
2023 — conf
CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data.
DASFAA (4)
Yu Yan, Bo Zheng, Hongzhi Wang, Jinkai Zhang, Yutong Wang
2023 — conf
Complex Time Series Analysis Based on Conditional Random Fields.
ICPCSEE (1)
Yanjie Wei, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
2023 J jnl
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning.
CoRR
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
2023 J jnl
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.
CoRR
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
2023 — ed.
Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part I
ICPCSEE (1)
Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu
2023 — ed.
Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part II
ICPCSEE (2)
Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu
2023 J jnl
Data quality model for assessing public COVID-19 big datasets.
J. Supercomput.
Alladoumbaye Ngueilbaye, Joshua Zhexue Huang, Mehak Khan, Hongzhi Wang
2023 — conf
Dimension Reduction Based on Sampling.
ICPCSEE (1)
Zhuping Li, Donghua Yang, Mengmeng Li, Haifeng Guo, Tiansheng Ye, Hongzhi Wang
2023 J jnl
Discovering time series motifs of all lengths using dynamic time warping.
World Wide Web (WWW)
Zemin Chao, Hong Gao, Dongjing Miao, Hongzhi Wang
2023 J jnl
Duet: efficient and scalable hybriD neUral rElation undersTanding.
CoRR
Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang
2023 J jnl
Dynamic Relation Repairing for Knowledge Enhancement.
IEEE Trans. Knowl. Data Eng.
Rui Kang, Hongzhi Wang
2023 J jnl
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection.
Inf. Sci.
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang
2023 J jnl
Efficient Semi-External SCC Computation.
IEEE Trans. Knowl. Data Eng.
Xiaolong Wan, Hongzhi Wang
2023 J jnl
End-to-end multivariate time series classification via hybrid deep learning architectures.
Pers. Ubiquitous Comput.
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye, Aya El-Fatyany
2023 J jnl
FedST: Federated Shapelet Transformation for Interpretable Time Series Classification.
CoRR
Zhiyu Liang, Hongzhi Wang
2023 J jnl
HyGGE: Hyperbolic graph attention network for reasoning over knowledge graphs.
Inf. Sci.
Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan
2023 J jnl
IWEK: An Interpretable What-If Estimator for Database Knobs.
CoRR
Yu Yan, Hongzhi Wang, Jian Geng, Jian Ma, Geng Li, Zixuan Wang, Zhiyu Dai, Tianqing Wang
2023 J jnl
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model.
Pattern Recognit.
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
2023 J jnl
One stone, two birds: A lightweight multidimensional learned index with cardinality support.
CoRR
Yingze Li, Hongzhi Wang, Xianglong Liu
2023 — conf
PFKMaster: A Knowledge-Driven Flow Control System for Large-Scale Power Grid.
DASFAA (4)
Huaiyuan Liu, Hongzhi Wang, Hekai Huang, Donghua Yang, Yong Tang, Yanhao Huang
2023 J jnl
PreKar: A learned performance predictor for knowledge graph stores.
World Wide Web (WWW)
Zhixin Qi, Hongzhi Wang, Ziming Shen, Donghua Yang
2023 — conf
Prediction of Time Series Data with Low Latitude Features.
ICPCSEE (1)
Haoran Zhang, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
2023 — conf
RDBlab: An Artificial Simulation System for RDBMSs.
APWeb/WAIM (4)
Yu Yan, Hongzhi Wang, Junfang Huang, Jian Geng, Zixuan Wang, Yuzhuo Wang
2023 J jnl
Reachability Queries With Label and Substructure Constraints on Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Xiaolong Wan, Hongzhi Wang
2023 A* conf
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract).
ICDE
Xiaolong Wan, Hongzhi Wang
2023 J jnl
SAT: sampling acceleration tree for adaptive database repartition.
World Wide Web (WWW)
Xiaoxiao Xie, Shengfei Shi, Hongzhi Wang, Mohan Li
2023 — conf
SNN-AAD: Active Anomaly Detection Method for Multivariate Time Series with Sparse Neural Network.
DASFAA (1)
Xiaoou Ding, Yida Liu, Hongzhi Wang, Donghua Yang, Yichen Song
2023 — conf
Schema Integration on Massive Data Sources.
ICA3PP (2)
Tianbao Li, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
2023 J jnl
Search for deep graph neural networks.
Inf. Sci.
Guosheng Feng, Hongzhi Wang, Chunnan Wang
2023 J jnl
SoftStep relaxation for mining optimal convolution kernel.
Knowl. Based Syst.
Bozhou Chen, Hongzhi Wang
2023 J jnl
TENSILE: A Tensor Granularity Dynamic GPU Memory Scheduling Method Toward Multiple Dynamic Workloads System.
IEEE Trans. Knowl. Data Eng.
Kaixin Zhang, Hongzhi Wang, Han Hu, Songling Zou, Jiye Qiu, Tongxin Li, Zhishun Wang
2023 J jnl
TS-Cabinet: Hierarchical Storage for Cloud-Edge-End Time-series Database.
CoRR
Shuangshuang Cui, Hongzhi Wang, Xianglong Liu, Zeyu Tian, Xiaoou Ding
2023 A* conf
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
ICDE
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
2023 J jnl
Time series compression based on reinforcement learning.
Inf. Sci.
Nan Jiang, Qingping Xiang, Hongzhi Wang, Bo Zheng
2023 J jnl
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification.
CoRR
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
2023 J jnl
TransFusion Model Fusion Mechanism Based on Transformer for Traffic Flow Prediction.
J. Database Manag.
Xintong Song, Donghua Yang, Yutong Wang, Hongzhi Wang, Jinbao Wang, Bo Zheng
2023 J jnl
UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning.
CoRR
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang
2023 J jnl
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning.
CoRR
Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang
2022 A* conf
A Dual-Store Structure for Knowledge Graphs (Extended Abstract).
ICDE
Zhixin Qi, Hongzhi Wang, Haoran Zhang
2022 B conf
A Generative Adversarial Active Learning Method for Effective Outlier Detection.
ICTAI
Mohamed Jaward Bah, Ji Zhang, Ting Yu, Feng Xia, Zhao Li, Shuigeng Zhou, Hongzhi Wang
2022 J jnl
A linear algorithm for semi-external cutnode computation.
Inf. Sci.
Xiaolong Wan, Hongzhi Wang
2022 J jnl
A meta learning approach for open information extraction.
Neural Comput. Appl.
Jiabao Han, Hongzhi Wang
2022 J jnl
AAE: An Active Auto-Estimator for Improving Graph Storage.
CoRR
Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang
2022 A* conf
ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework.
CVPR
Chunnan Wang, Xiang Chen, Junzhe Wang, Hongzhi Wang
2022 J jnl
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.
Inf. Sci.
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao
2022 J jnl
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy.
CoRR
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
2022 J jnl
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning.
CoRR
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
2022 — conf
Automatic Scheduling Technology of Computing Power Network Driven by Knowledge Graph.
ICSS
Yanheng Bi, Yingchi Long, Yanzheng Jin, Shengwen Zheng, Huaiyuan Liu, Hongzhi Wang
2022 — conf
CO-AutoML: An Optimizable Automated Machine Learning System.
DASFAA (3)
Chunnan Wang, Hongzhi Wang, Bo Xu, Xintong Song, Xiangyu Shi, Yuhao Bao, Bo Zheng
2022 J jnl
ConsciousControlFlow(CCF): Conscious Artificial Intelligence Based on Needs.
J. Artif. Intell. Conscious.
Hongzhi Wang, Bozhou Chen, Yueyang Xu, Kaixin Zhang, Shengwen Zheng
2022 J jnl
Constrained Truth Discovery.
IEEE Trans. Knowl. Data Eng.
Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li
2022 — ed.
Data Science - 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022, Chengdu, China, August 19-22, 2022, Proceedings, Part I
ICPCSEE (1)
Yang Wang, Guobin Zhu, Qilong Han, Hongzhi Wang, Xianhua Song, Zeguang Lu
2022 J jnl
Differentiable Self-Adaptive Learning Rate.
CoRR
Bozhou Chen, Hongzhi Wang, Chenmin Ba
2022 J jnl
Dynamic Relation Repairing for Knowledge Enhancement.
CoRR
Rui Kang, Hongzhi Wang
2022 B conf
EEML: Ensemble Embedded Meta-Learning.
WISE
Geng Li, Boyuan Ren, Hongzhi Wang
2022 J jnl
EEML: Ensemble Embedded Meta-learning.
CoRR
Geng Li, Boyuan Ren, Hongzhi Wang
2022 J jnl
Efficient semi-external depth-first search.
Inf. Sci.
Xiaolong Wan, Hongzhi Wang
2022 J jnl
Evaluating community quality based on ground-truth.
Inf. Sci.
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi
2022 J jnl
FIND: Explainable Framework for Meta-learning.
CoRR
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong
2022 J jnl
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification.
Proc. VLDB Endow.
Zhiyu Liang, Hongzhi Wang
2022 J jnl
GSBRL : Efficient RDF graph storage based on reinforcement learning.
World Wide Web
Lei Zheng, Ziming Shen, Hongzhi Wang
2022 J jnl
IoT data cleaning techniques: A survey.
Intell. Converged Networks
Xiaoou Ding, Hongzhi Wang, Genglong Li, Haoxuan Li, Yingze Li, Yida Liu
2022 J jnl
JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration.
Knowl. Based Syst.
Chen Ye, Shihao Jiang, Hua Zhang, Yifan Wu, Jiankai Shi, Hongzhi Wang, Guojun Dai
2022 — book
Knowledge Discovery from Multi-Sourced Data
Chen Ye, Hongzhi Wang, Guojun Dai
2022 J jnl
Leveraging Currency for Repairing Inconsistent and Incomplete Data.
IEEE Trans. Knowl. Data Eng.
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao
2022 J jnl
METransE: Manifold-like mechanism enhanced embedding for reasoning over knowledge graphs.
Expert Syst. Appl.
Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan
2022 J jnl
MISS: finding optimal sample sizes for approximate analytics.
Distributed Parallel Databases
Xuebin Su, Hongzhi Wang
2022 J jnl
Mining Simple Path Traversal Patterns in Knowledge Graph.
J. Web Eng.
Feng Xiong, Hongzhi Wang
2022 — conf
Multi-SQL: An Automatic Multi-model Data Management System.
APWeb/WAIM (3)
Yu Yan, Hongzhi Wang, Yutong Wang, Zhixin Qi, Jian Ma, Chang Liu, Meng Gao, Hao Yan, Haoran Zhang, Ziming Shen
2022 C conf
Parallel Skyline Query Processing of Massive Incomplete Activity-Trajectories Data.
MEDI
Amina Belhassena, Hongzhi Wang
2022 J jnl
Partial multi-label learning via specific label disambiguation.
Knowl. Based Syst.
Feng Li, Shengfei Shi, Hongzhi Wang
2022 J jnl
Predict industrial equipment failure with time windows and transfer learning.
Appl. Intell.
Hongzhi Wang, Wenbo Lu, Shihan Tang, Yang Song
2022 J jnl
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model.
CoRR
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
2022 — conf
Time Series Data Quality Enhancing Based on Pattern Alignment.
DASFAA (Workshops)
Jianping Huang, Hao Chen, Hongkai Wang, Jun Feng, Liangying Peng, Zheng Liang, Hongzhi Wang, Tianlan Fan, Tianren Yu
2021 — conf
A Study on Bitcoin Price Volatility Based on the SVAR Model and Impulse Response Analysis.
BlockSys
Hecong Xu, Xiaolei Xu, Zhen Wu, Haifeng Guo, Yuxi Zhang, Hongzhi Wang
2021 — conf
ALMSS: Automatic Learned Index Model Selection System.
APWeb/WAIM (2)
Rui Zhu, Hongzhi Wang, Yafeng Tang, Bo Xu
2021 J jnl
Approximate Query Processing for Group-By Queries based on Conditional Generative Models.
CoRR
Meifan Zhang, Hongzhi Wang
2021 J jnl
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN.
Proc. VLDB Endow.
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang
2021 J jnl
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification.
Neural Process. Lett.
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye
2021 J jnl
Attributed community search based on effective scoring function and elastic greedy method.
Inf. Sci.
Chunnan Wang, Hongzhi Wang, Hanxiao Chen, Daxin Li
2021 J jnl
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification.
J. Supercomput.
Mehak Khan, Hongzhi Wang, Adnan Riaz, Aya El-Fatyany, Sajida Karim
2021 A* conf
Concurrency Control Based on Transaction Clustering.
ICDE
Xuebin Su, Hongzhi Wang, Yan Zhang
2021 A* conf
Constrained Truth Discovery (Extended Abstract).
ICDE
Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li
2021 — conf
Cost-Based Lightweight Storage Automatic Decision for In-Database Machine Learning.
WISE (1)
Shuangshuang Cui, Hongzhi Wang, Haiyao Gu, Yuntian Xie
2021 — conf
Data-Driven Prediction of Foodborne Disease Pathogens.
ICPCSEE (1)
Xiang Chen, Hongzhi Wang
2021 J jnl
Deep truth discovery for pattern-based fact extraction.
Inf. Sci.
Chen Ye, Hongzhi Wang, Wenbo Lu, Jing Gao, Guojun Dai
2021 — conf
Dirty-Data Impacts on Regression Models: An Experimental Evaluation.
DASFAA (1)
Zhixin Qi, Hongzhi Wang
2021 J jnl
EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams.
Complex.
Mohamed Jaward Bah, Hongzhi Wang, Lihui Zhao, Ji Zhang, Jie Xiao
2021 J jnl
Effective density-based clustering algorithms for incomplete data.
Big Data Min. Anal.
Zhonghao Xue, Hongzhi Wang
2021 J jnl
Efficient class-specific shapelets learning for interpretable time series classification.
Inf. Sci.
Zhiyu Liang, Hongzhi Wang
2021 J jnl
Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database.
CoRR
Yu Yan, Hongzhi Wang, Jian Ma, Jian Geng, Yuzhuo Wang
2021 J jnl
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning.
Knowl. Based Syst.
Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen
2021 J jnl
Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data.
CoRR
Xiaoou Ding, Hongzhi Wang, Chen Wang, Zijue Li, Zheng Liang
2021 J jnl
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search.
CoRR
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
2021 J jnl
GPU-based efficient join algorithms on Hadoop.
J. Supercomput.
Hongzhi Wang, Ning Li, Zheng Wang, Jianing Li
2021 J jnl
Graph matching based reasoner: A symbolic approach to question answering.
Eng. Appl. Artif. Intell.
Jiabao Han, Hongzhi Wang
2021 J jnl
IDCOS: optimization strategy for parallel complex expression computation on big data.
J. Supercomput.
Yang Song, Helin Jin, Hongzhi Wang, You Liu
2021 J jnl
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation.
J. Comput. Sci. Technol.
Zhixin Qi, Hongzhi Wang, An-Jie Wang
2021 J jnl
Improving Open Information Extraction with Distant Supervision Learning.
Neural Process. Lett.
Jiabao Han, Hongzhi Wang
2021 J jnl
Index selection for NoSQL database with deep reinforcement learning.
Inf. Sci.
Yu Yan, Shun Yao, Hongzhi Wang, Meng Gao
2021 J jnl
Industrial time series determinative anomaly detection based on constraint hypergraph.
Knowl. Based Syst.
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu
2021 — conf
Intelligent Storage System of Machine Learning Model Based on Task Similarity.
ICPCSEE (1)
Shuangshuang Cui, Hongzhi Wang, Yuntian Xie, Haiyao Gu
2021 J jnl
LAQP: Learning-based approximate query processing.
Inf. Sci.
Meifan Zhang, Hongzhi Wang
2021 A* conf
Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract).
ICDE
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao
2021 J jnl
Methods for detecting and correcting contextual data quality problems.
Intell. Data Anal.
Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Ibrahim A. Elgendy, Sahalu B. Junaidu
2021 J jnl
Modulo 9 model-based learning for missing data imputation.
Appl. Soft Comput.
Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Sahalu B. Junaidu
2021 J jnl
SDLER: stacked dedupe learning for entity resolution in big data era.
J. Supercomput.
Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Ibrahim A. Elgendy
2021 J jnl
Search For Deep Graph Neural Networks.
CoRR
Guosheng Feng, Chunnan Wang, Hongzhi Wang
2021 J jnl
Selectivity estimation with density-model-based multidimensional histogram.
Knowl. Inf. Syst.
Meifan Zhang, Hongzhi Wang
2021 J jnl
Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning.
Knowl. Based Syst.
Sitao Lv, Shengfei Shi, Hongzhi Wang, Feng Li
2021 J jnl
TAGAT: Type-Aware Graph Attention neTworks for reasoning over knowledge graphs.
Knowl. Based Syst.
Yuzhuo Wang, Hongzhi Wang, Junwei He, Wenbo Lu, Shuolin Gao
2021 — conf
The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods.
BlockSys
Yuxi Zhang, Muran Su, Zhen Wu, Xiang Chen, Haifeng Guo, Xinxin Chang, Hongzhi Wang
2021 J jnl
Transformer based network for Open Information Extraction.
Eng. Appl. Artif. Intell.
Jiabao Han, Hongzhi Wang
2020 J jnl
A Dual-Store Structure for Knowledge Graphs.
CoRR
Zhixin Qi, Hongzhi Wang, Haoran Zhang
2020 — conf
A MOOC Courses Recommendation System Based on Learning Behaviours.
ACM TUR-C
Shengjun Yin, Kailai Yang, Hongzhi Wang
2020 J jnl
A Parametric and Non-Parametric Approach for High-Accurate Outlier Detection.
J. Inf. Sci. Eng.
Mohamed Jaward Bah, Hongzhi Wang
2020 J jnl
A new ensemble feature selection approach based on genetic algorithm.
Soft Comput.
Hongzhi Wang, Chengquan He, Zhuping Li
2020 J jnl
A survey of uncertain data management.
Frontiers Comput. Sci.
Lingli Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 — conf
An Effective Constraint-Based Anomaly Detection Approach on Multivariate Time Series.
APWeb/WAIM (2)
Zijue Li, Xiaoou Ding, Hongzhi Wang
2020 A conf
April: An Automatic Graph Data Management System Based on Reinforcement Learning.
CIKM
Hongzhi Wang, Zhixin Qi, Lei Zheng, Yun Feng, Junfei Ouyang, Haoqi Zhang, Xiangxi Zhang, Ziming Shen, Shirong Liu
2020 J jnl
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network.
CoRR
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang
2020 A* conf
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
ICDE
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao
2020 J jnl
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results.
CoRR
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen
2020 — conf
Automatic Document Data Storage System Based on Machine Learning.
APWeb/WAIM (2)
Yu Yan, Hongzhi Wang, Jian Zou, Yixuan Wang
2020 J jnl
Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters.
CoRR
Bozhou Chen, Kaixin Zhang, Longshen Ou, Chenmin Ba, Hongzhi Wang, Chunnan Wang
2020 J jnl
Automatic Storage Structure Selection for hybrid Workload.
CoRR
Hongzhi Wang, Yan Wei, Hao Yan
2020 J jnl
Automatic weighted matching rectifying rule discovery for data repairing.
VLDB J.
Hiba Abu Ahmad, Hongzhi Wang
2020 J jnl
Biocyber Interface-Based Privacy for Internet of Bio-nano Things.
Wirel. Pers. Commun.
Aya El-Fatyany, Hongzhi Wang, Saied M. Abd El-atty, Mehak Khan
2020 — conf
Conscious Knowledge Based Question Answering.
ACM TUR-C
Shirong Liu, Zixian Guo, Hongzhi Wang
2020 J jnl
ConsciousControlFlow(CCF): A Demonstration for conscious Artificial Intelligence.
CoRR
Hongzhi Wang, Bozhou Chen, Yueyang Xu, Kaixin Zhang, Shengwen Zheng, Shirong Liu
2020 — conf
Data Cleaning About Student Information Based on Massive Open Online Course System.
ICPCSEE (1)
Shengjun Yin, Yaling Yi, Hongzhi Wang
2020 — ed.
Data Science - 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Taiyuan, China, September 18-21, 2020, Proceedings, Part II
ICPCSEE (2)
Pinle Qin, Hongzhi Wang, Guanglu Sun, Zeguang Lu
2020 J jnl
Diversification on big data in query processing.
Frontiers Comput. Sci.
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 J jnl
EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective.
CoRR
Zhaochong An, Bozhou Chen, Houde Quan, Qihui Lin, Hongzhi Wang
2020 J jnl
Effective Bayesian-network-based missing value imputation enhanced by crowdsourcing.
Knowl. Based Syst.
Chen Ye, Hongzhi Wang, Wenbo Lu, Jianzhong Li
2020 A* conf
Efficient Entity Resolution on Heterogeneous Records (Extended abstract).
ICDE
Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 J jnl
Efficient Entity Resolution on Heterogeneous Records.
IEEE Trans. Knowl. Data Eng.
Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 J jnl
Efficient RDF Graph Storage based on Reinforcement Learning.
CoRR
Lei Zheng, Ziming Shen, Hongzhi Wang
2020 J jnl
Efficient Semi-External Depth-First Search.
CoRR
Xiaolong Wan, Hongzhi Wang
2020 J jnl
Error Detection in a Large-Scale Lexical Taxonomy.
Inf.
Yinan An, Sifan Liu, Hongzhi Wang
2020 J jnl
FRIEND: Feature selection on inconsistent data.
Neurocomputing
Zhixin Qi, Hongzhi Wang, Tao He, Jianzhong Li, Hong Gao
2020 — conf
GMDA: An Automatic Data Analysis System for Industrial Production.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Hao Zhang, Hengyu Guo
2020 — conf
General Model for Index Recommendation Based on Convolutional Neural Network.
ICPCSEE (1)
Yu Yan, Hongzhi Wang
2020 J jnl
Incomplete data classification with view-based decision tree.
Appl. Soft Comput.
Hekai Huang, Hongzhi Wang, Ming Sun
2020 J jnl
Index Selection for NoSQL Database with Deep Reinforcement Learning.
CoRR
Shun Yao, Hongzhi Wang, Yu Yan
2020 J jnl
LAQP: Learning-based Approximate Query Processing.
CoRR
Meifan Zhang, Hongzhi Wang
2020 J jnl
Learned sketches for frequency estimation.
Inf. Sci.
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 J jnl
Mining conditional functional dependency rules on big data.
Big Data Min. Anal.
Mingda Li, Hongzhi Wang, Jianzhong Li
2020 J jnl
Misplaced Subsequences Repairing with Application to Multivariate Industrial Time Series Data.
CoRR
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Chen Wang
2020 J jnl
Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation.
CoRR
Chunnan Wang, Hongzhi Wang, Guocheng Feng, Fei Geng
2020 J jnl
Multi-SQL: An extensible multi-model data query language.
CoRR
Yu Yan, Nan Jiang, Hongzhi Wang, Yutong Wang, Chang Liu, Yuzhuo Wang
2020 J jnl
Multi-source data repairing powered by integrity constraints and source reliability.
Inf. Sci.
Chen Ye, Hongzhi Wang, Kangjie Zheng, Jing Gao, Jianzhong Li
2020 J jnl
On mixing reservoir targeted drug delivery Modeling-based Internet of Bio-NanoThings.
Wirel. Networks
Aya El-Fatyany, Hongzhi Wang, Saied M. Abd El-atty
2020 J jnl
Power of Attention in MOOC Dropout Prediction.
IEEE Access
Shengjun Yin, Leqi Lei, Hongzhi Wang, Wentao Chen
2020 J jnl
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs.
CoRR
Xiaolong Wan, Hongzhi Wang
2020 — conf
STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Jijia Yang
2020 J jnl
SUM-optimal histograms for approximate query processing.
Knowl. Inf. Syst.
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2020 J jnl
TAILOR: time-aware facility location recommendation based on massive trajectories.
Knowl. Inf. Syst.
Zhixin Qi, Hongzhi Wang, Tao He, Chunnan Wang, Jianzhong Li, Hong Gao
2019 J jnl
A General Data Renewal Model for Prediction Algorithms in Industrial Data Analytics.
CoRR
Hongzhi Wang, Yijie Yang, Yang Song
2019 J jnl
An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams.
IEEE Access
Mohamed Jaward Bah, Hongzhi Wang, Mohamed Hammad, Furkh Zeshan, Hanan Aljuaid
2019 A* conf
An Iterative Scheme for Leverage-Based Approximate Aggregation.
ICDE
Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li
2019 — conf
An efficient distributed storage strategy for blockchain.
ACM TUR-C
Qinshen Wang, Hongzhi Wang, Bo Zheng
2019 J jnl
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
CoRR
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao
2019 J jnl
AutoRepair: an automatic repairing approach over multi-source data.
Knowl. Inf. Syst.
Chen Ye, Qi Li, Hengtong Zhang, Hongzhi Wang, Jing Gao, Jianzhong Li
2019 J jnl
Automatic Weighted Matching Rectifying Rule Discovery for Data Repairing.
CoRR
Hiba Abu Ahmad, Hongzhi Wang
2019 J jnl
Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation.
CoRR
Xi Chen, Hongzhi Wang, Yanjie Wei, Jianzhong Li, Hong Gao
2019 J jnl
Cleanits: A Data Cleaning System for Industrial Time Series.
Proc. VLDB Endow.
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Zijue Li, Jianzhong Li, Hong Gao
2019 — ed.
Data Science - 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019, Guilin, China, September 20-23, 2019, Proceedings, Part II
ICPCSEE 2019 (2)
Rui Mao, Hongzhi Wang, Xiaolan Xie, Zeguang Lu
2019 J jnl
Data source selection for information integration in big data era.
Inf. Sci.
Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao
2019 J jnl
Distracter-aware tracking via correlation filter.
Neurocomputing
Xiaohuan Lu, Jing Li, Zhenyu He, Wei Wang, Hongzhi Wang
2019 A* conf
ECOQUG: An Effective Ensemble Community Scoring Function.
ICDE
Chunnan Wang, Hongzhi Wang, Chang Zhou, Jianzhong Li, Hong Gao
2019 A* conf
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract).
ICDE
Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu
2019 J jnl
Effective and Efficient Community Search Over Large Directed Graphs.
IEEE Trans. Knowl. Data Eng.
Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu
2019 J jnl
Efficient OLAP algorithms on GPU-accelerated Hadoop clusters.
Distributed Parallel Databases
Hongzhi Wang, Zheng Wang, Ning Li, Xinxin Kong
2019 J jnl
ExperienceThinking: Hyperparameter Optimization with Budget Constraints.
CoRR
Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen, Jianzhong Li, Hong Gao
2019 J jnl
GPU-based Efficient Join Algorithms on Hadoop.
CoRR
Hongzhi Wang, Ning Li, Zheng Wang, Jianing Li
2019 J jnl
Hierarchical spatial-aware Siamese network for thermal infrared object tracking.
Knowl. Based Syst.
Xin Li, Qiao Liu, Nana Fan, Zhenyu He, Hongzhi Wang
2019 — conf
IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data.
DASFAA (3)
Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao
2019 J jnl
LKAQ: Large-scale knowledge graph approximate query algorithm.
Inf. Sci.
Xiaolong Wan, Hongzhi Wang, Jianzhong Li
2019 J jnl
LSTM-based Flow Prediction.
CoRR
Hongzhi Wang, Yang Song, Shihan Tang
2019 J jnl
One-Pass Inconsistency Detection Algorithms for Big Data.
IEEE Access
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2019 — conf
Panel: The Computing in Data Science.
CompEd
Lillian N. Cassel, Hongzhi Wang
2019 J jnl
PatternFinder: Pattern discovery for truth discovery.
Knowl. Based Syst.
Chen Ye, Hongzhi Wang, Tingting Ma, Jing Gao, Hengtong Zhang, Jianzhong Li
2019 — conf
Predicting learning status in MOOCs using LSTM.
ACM TUR-C
Feng Xiong, Kaifa Zou, Zhemin Liu, Hongzhi Wang
2019 J jnl
Progress in Outlier Detection Techniques: A Survey.
IEEE Access
Hongzhi Wang, Mohamed Jaward Bah, Mohamed Hammad
2019 J jnl
Regular Expression Matching on billion-nodes Graphs.
CoRR
Hongzhi Wang, Jiabao Han, Bin Shao, Jianzhong Li
2019 A* conf
Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract).
ICDE
Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao
2019 — conf
The analysis and early warning of student loss in MOOC course.
ACM TUR-C
Shengjun Yin, Qingda Shang, Hongzhi Wang, Boxuan Che
2019 J jnl
社交网络中同一用户的识别 (Identification of Same User in Social Networks).
计算机科学
Zheng Zhang, Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao
2018 — conf
A Method to Identify Spark Important Parameters Based on Machine Learning.
ICPCSEE (1)
Tianyu Li, Shengfei Shi, Jizhou Luo, Hongzhi Wang
2018 J jnl
A generic data analytics system for manufacturing production.
Big Data Min. Anal.
Hao Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 J jnl
A gray-box performance model for Apache Spark.
Future Gener. Comput. Syst.
Zemin Chao, Shengfei Shi, Hong Gao, Jizhou Luo, Hongzhi Wang
2018 — conf
An Anomaly Detection Method Based on Learning of "Scores Sequence".
ICPCSEE (2)
Dongsheng Li, Shengfei Shi, Yan Zhang, Hongzhi Wang, Jizhou Luo
2018 J jnl
An effective weighted rule-based method for entity resolution.
Distributed Parallel Databases
Hiba Abu Ahmad, Hongzhi Wang
2018 — ed.
Data Science - 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part II
ICPCSEE (2)
Qinglei Zhou, Qiguang Miao, Hongzhi Wang, Wei Xie, Yan Wang, Zeguang Lu
2018 J jnl
Data management on new processors: A survey.
Parallel Comput.
Hongzhi Wang, Feng Xiong, Jianing Li, Shengfei Shi, Jianzhong Li, Hong Gao
2018 J jnl
Diversification on Big Data in Query Processing.
CoRR
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 J jnl
Efficient Computation of Skyline Queries on Incomplete Dynamic Data.
IEEE Access
Hongzhi Wang, Shengjun Yin, Ming Sun, Ye Wang, Hepeng Wang, Jianzhong Li, Hong Gao
2018 J jnl
Efficient histogram-based range query estimation for dirty data.
Frontiers Comput. Sci.
Yan Zhang, Hongzhi Wang, Long Yang, Jianzhong Li
2018 J jnl
Error Detection in a Large-Scale Lexical Taxonomy.
CoRR
Sifan Liu, Hongzhi Wang
2018 J jnl
FROG: Inference from knowledge base for missing value imputation.
Knowl. Based Syst.
Zhixin Qi, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 J jnl
Impacts of Dirty Data: and Experimental Evaluation.
CoRR
Zhixin Qi, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 J jnl
Improve3C: Data Cleaning on Consistency and Completeness with Currency.
CoRR
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Jianzhong Li, Hong Gao
2018 J jnl
Iteration acceleration for distributed learning systems.
Parallel Comput.
Junxiong Wang, Hongzhi Wang, Chenxu Zhao, Jianzhong Li, Hong Gao
2018 J jnl
MISS: Finding Optimal Sample Sizes for Approximate Analytics.
CoRR
Xuebin Su, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 J jnl
Mining CFD Rules on Big Data.
CoRR
Hongzhi Wang, Mingda Li, Jiawei Zhao, Jianzhong Li, Hong Gao
2018 — conf
MobiDis: Relationship Discovery of Mobile Users from Spatial-Temporal Trajectories.
ER Workshops
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Aoran Xie, Jianzhong Li, Hong Gao
2018 J jnl
O2iJoin: An Efficient Index-Based Algorithm for Overlap Interval Join.
J. Comput. Sci. Technol.
Jizhou Luo, Shengfei Shi, Guang Yang, Hongzhi Wang, Jian-Zhong Li
2018 J jnl
On the Fairness of Quality-based Data Markets.
CoRR
Dan Zhang, Hongzhi Wang, Xiaoou Ding, Yice Zhang, Jianzhong Li, Hong Gao
2018 J jnl
Parallel algorithms for flexible pattern matching on big graphs.
Inf. Sci.
Hongzhi Wang, Ning Li, Jianzhong Li, Hong Gao
2018 J jnl
Predicting Learning Status in MOOCs using LSTM.
CoRR
Zhemin Liu, Feng Xiong, Kaifa Zou, Hongzhi Wang
2018 J jnl
Rule-Based Entity Resolution on Database with Hidden Temporal Information.
IEEE Trans. Knowl. Data Eng.
Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao
2018 — conf
SFSC: Segment Feature Sampling Classifier for Time Series Classification.
ICPCSEE (1)
Fanshan Meng, Tianbai Yue, Hongzhi Wang, Hong Gao, Yaping Li
2018 J jnl
Schema Integration on Massive Data Sources.
CoRR
Tianbao Lia, Hongzhi Wang, Jianzhong Li, Hong Gao
2018 — conf
Statistical Learning-Based Prediction of Execution Time of Data-Intensive Program Under Hadoop2.0.
ICPCSEE (1)
Haoran Zhang, Jianzhong Li, Hongzhi Wang
2018 — conf
Time Series Cleaning Under Variance Constraints.
DASFAA Workshops
Wei Yin, Tianbai Yue, Hongzhi Wang, Yanhao Huang, Yaping Li
2018 J jnl
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
Fengyu Miao, Hongzhi Wang, Qunsheng Ruan
2017 J jnl
A survey of query result diversification.
Knowl. Inf. Syst.
Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao
2017 J jnl
An Iterative Scheme for Leverage-based Approximate Aggregation.
CoRR
Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li
2017 — conf
Any-Time Methods for Time-Series Prediction with Missing Observations.
BigData Congress
Yanjie Wei, Hongzhi Wang, Shengfei Shi, Hong Gao, Jianzhong Li
2017 — conf
Baymax: A Mental-Analyzing Mobile App Based on Big Data.
ICPCSEE (2)
Fangyi Yuan, Hongzhi Wang, Shucun Tian, Xin Tong
2017 J jnl
COSSET+: Crowdsourced Missing Value Imputation Optimized by Knowledge Base.
J. Comput. Sci. Technol.
Hongzhi Wang, Zhixin Qi, Ruoxi Shi, Jian-Zhong Li, Hong Gao
2017 — conf
Capture Missing Values with Inference on Knowledge Base.
DASFAA Workshops
Zhixin Qi, Hongzhi Wang, Fanshan Meng, Jianzhong Li, Hong Gao
2017 A conf
CleanCloud: Cleaning Big Data on Cloud.
CIKM
Hongzhi Wang, Xiaoou Ding, Xiangying Chen, Jianzhong Li, Hong Gao
2017 — ed.
Data Science - Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22-24, 2017, Proceedings, Part I
ICPCSEE (1)
Beiji Zou, Min Li, Hongzhi Wang, Xianhua Song, Wei Xie, Zeguang Lu
2017 — conf
Determining the currency of dynamic data.
ACM TUR-C
Xiaoou Ding, Hongzhi Wang, Yitong Gao, Jianzhong Li, Hong Gao
2017 — conf
Disease Prediction Based on Transfer Learning in Individual Healthcare.
ICPCSEE (1)
Yang Song, Tianbai Yue, Hongzhi Wang, Jianzhong Li, Hong Gao
2017 — conf
Distributed skyline trajectory query processing.
ACM TUR-C
Amina Belhassena, Hongzhi Wang
2017 — conf
Efficient Web-Based Data Imputation with Graph Model.
DASFAA Workshops
Yiwen Tang, Hongzhi Wang, Shiwei Zhang, Huijun Zhang, Ruoxi Shi
2017 J jnl
EntityManager: Managing Dirty Data Based on Entity Resolution.
J. Comput. Sci. Technol.
Xue-Li Liu, Hongzhi Wang, Jian-Zhong Li, Hong Gao
2017 J jnl
FrepJoin: an efficient partition-based algorithm for edit similarity join.
Frontiers Inf. Technol. Electron. Eng.
Jizhou Luo, Shengfei Shi, Hongzhi Wang, Jianzhong Li
2017 J jnl
Hierarchical Siamese Network for Thermal Infrared Object Tracking.
CoRR
Qiao Liu, Zhenyu He, Hongzhi Wang, Xin Li
2017 J jnl
Life-long learning based on dynamic combination model.
Appl. Soft Comput.
Boya Ren, Hongzhi Wang, Jianzhong Li, Hong Gao
2017 J jnl
Parallel trajectory search based on distributed index.
Inf. Sci.
Hongzhi Wang, Amina Belhassena
2017 — conf
Similarity Search Combining Query Relaxation and Diversification.
DASFAA (2)
Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang, Jianzhong Li, Hong Gao
2017 — conf
The design of course architecture for big data.
ACM TUR-C
Hongzhi Wang, Hong Gao, Shengjun Yin, Jie Zhu
2016 — conf
A Chronic Disease Analysis System Based on Dirty Data Mining.
APWeb (2)
Ming Sun, Hongzhi Wang, Jianzhong Li, Hong Gao, Shenbin Huang
2016 — conf
A Distributed Load Balance Algorithm of MapReduce for Data Quality Detection.
DASFAA Workshops
Yitong Gao, Yan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — conf
An Alarming and Prediction System for Infections Disease Based on Combined Models.
APWeb (2)
Jiahong Li, Hongzhi Wang, Shengqiang Zhang, Xiangyu Gao, Ziqi Qu, Shenbin Huang
2016 J jnl
An efficient pruning strategy for approximate string matching over suffix tree.
Knowl. Inf. Syst.
Huan Hu, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — conf
Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network.
DASFAA (1)
Chen Ye, Hongzhi Wang, Jianzhong Li, Hong Gao, Siyao Cheng
2016 J jnl
Data Source Selection for Information Integration in Big Data Era.
CoRR
Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 J jnl
Efficient Entity Resolution on Heterogeneous Records.
CoRR
Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — conf
Efficient File Accessing Techniques on Hadoop Distributed File Systems.
ICYCSEE (1)
Wei Qu, Siyao Cheng, Hongzhi Wang
2016 — conf
Efficient Influence Maximization in Weighted Independent Cascade Model.
DASFAA (2)
Yaxuan Wang, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 J jnl
Efficient Web-based Data Imputation with Graph Model.
CoRR
Yiwen Tang, Hongzhi Wang, Shiwei Zhang, Huijun Zhang, Ruoxi Shi
2016 J jnl
Efficient accuracy evaluation for multi-modal sensed data.
J. Comb. Optim.
Yan Zhang, Hongzhi Wang, Hong Gao, Jianzhong Li
2016 J jnl
Efficient entity resolution based on subgraph cohesion.
Knowl. Inf. Syst.
Hongzhi Wang, Jianzhong Li, Hong Gao
2016 J jnl
Efficient graph similarity join for information integration on graphs.
Frontiers Comput. Sci.
Yue Wang, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 J jnl
Efficient quality-driven source selection from massive data sources.
J. Syst. Softw.
Yiming Lin, Hongzhi Wang, Shuo Zhang, Jianzhong Li, Hong Gao
2016 J jnl
Extend tree edit distance for effective object identification.
Knowl. Inf. Syst.
Yue Wang, Hongzhi Wang, Liyan Zhang, Yang Wang, Jianzhong Li, Hong Gao
2016 — conf
Fuzzy Keywords Query.
APWeb (2)
Shanshan Han, Hongzhi Wang, Hong Gao, Jianzhong Li, Shenbin Huang
2016 — conf
HierarSearch: Enhancing Performance of Search Engines by Mining Semantic Relationships Among Results.
ICYCSEE (2)
Qian Liu, Hongzhi Wang, Shaoying Song
2016 — conf
ISSA: Efficient Skyline Computation for Incomplete Data.
DASFAA Workshops
Kaiqi Zhang, Hong Gao, Hongzhi Wang, Jianzhong Li
2016 — conf
Incomplete Data Classification Based on Multiple Views.
APWeb (2)
Ming Sun, Hongzhi Wang, Fanshan Meng, Jianzhong Li, Hong Gao
2016 — conf
Join Query Processing in Data Quality Management.
DASFAA Workshops
Mingliang Yue, Hong Gao, Shengfei Shi, Hongzhi Wang
2016 — conf
MapReduce for Big Data Analysis: Benefits, Limitations and Extensions.
ICYCSEE (1)
Yang Song, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — conf
One-Pass Inconsistency Detection Algorithms for Big Data.
DASFAA (1)
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — conf
Optimization Analysis of Hadoop.
ICYCSEE (1)
Jinglun Li, Shengfei Shi, Hongzhi Wang
2016 J jnl
Parallelizing the extraction of fresh information from online social networks.
Future Gener. Comput. Syst.
Rui Guo, Hongzhi Wang, Mengwen Chen, Jianzhong Li, Hong Gao
2016 J jnl
Repairing Data through Regular Expressions.
Proc. VLDB Endow.
Zeyu Li, Hongzhi Wang, Wei Shao, Jianzhong Li, Hong Gao
2016 — conf
SHMDRS: A Smartphone-Based Human Motion Detection and Response System.
WASA
Ke Lin, Siyao Cheng, Yingshu Li, Jianzhong Li, Hong Gao, Hongzhi Wang
2016 — conf
Set-based Similarity Search for Time Series.
SIGMOD Conference
Jinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 J jnl
Similarity Search Combining Query Relaxation and Diversification.
CoRR
Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang
2016 — conf
Similarity Search on Massive Data Based on FPGA.
DASFAA Workshops
Yanzheng Wang, Hong Gao, Shengfei Shi, Hongzhi Wang
2016 J jnl
Skyline for geo-textual data.
GeoInformatica
Jianing Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2016 — ed.
Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part I
ICYCSEE (1)
Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu
2016 — ed.
Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part II
ICYCSEE (2)
Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu
2016 — conf
VMPSP: Efficient Skyline Computation Using VMP-Based Space Partitioning.
DASFAA Workshops
Kaiqi Zhang, Donghua Yang, Hong Gao, Jianzhong Li, Hongzhi Wang, Zhipeng Cai
2016 J jnl
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
Fengyu Miao, Hongzhi Wang
2015 C conf
A Fair Data Market System with Data Quality Evaluation and Repairing Recommendation.
APWeb
Xiaoou Ding, Hongzhi Wang, Dan Zhang, Jianzhong Li, Hong Gao
2015 J jnl
Cleanix: a Parallel Big Data Cleaning System.
SIGMOD Rec.
Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang
2015 J jnl
Efficient Influence Maximization in Weighted Independent Cascade Model.
CoRR
Yaxuan Wang, Hongzhi Wang, Jianzhong Li
2015 J jnl
Efficient subgraph join based on connectivity similarity.
World Wide Web
Yue Wang, Hongzhi Wang, Jianzhong Li, Hong Gao
2015 — conf
Graph Similarity Join with K-Hop Tree Indexing.
ICYCSEE
Yue Wang, Hongzhi Wang, Chen Ye, Hong Gao
2015 Misc conf
Image Clustering Based on the Human Intelligence.
ISKE
Xintong Guo, Hong Gao, Hongzhi Wang
2015 J jnl
Indexable online time series segmentation with error bound guarantee.
World Wide Web
Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi Wen, Dan Wu
2015 — ed.
Intelligent Computation in Big Data Era - International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, Harbin, China, January 10-12, 2015. Proceedings
ICYCSEE
Hongzhi Wang, Haoliang Qi, Wanxiang Che, Zhaowen Qiu, Leilei Kong, Zhongyuan Han, Junyu Lin, Zeguang Lu
2015 — conf
Maximal Influence Spread for Social Network Based on MapReduce.
ICYCSEE
Qiqi Shi, Hongzhi Wang, Dong Li, Xinfei Shi, Chen Ye, Hong Gao
2015 — conf
Paradise Pointer : A Sightseeing Scenes Images Search Engine Based on Big Data Processing.
ICYCSEE
Jie Pan, Hongzhi Wang, Hong Gao, Wenxuan Zhao, Hongxing Huo, Huirong Dong
2015 C conf
Tree-Based Metric Learning for Distance Computation in Data Mining.
APWeb
Ming Yan, Yan Zhang, Hongzhi Wang
2014 — conf
Accuracy Evaluation for Sensed Data.
WASA
Yan Zhang, Hongzhi Wang
2014 J jnl
Approximate joins for XML at label level.
Inf. Sci.
Fei Li, Hongzhi Wang, Liang Hao, Jianzhong Li, Hong Gao
2014 J jnl
Brief survey of crowdsourcing for data mining.
Expert Syst. Appl.
Xintong Guo, Hongzhi Wang, Yangqiu Song, Gao Hong
2014 — conf
Capture Missing Values Based on Crowdsourcing.
WASA
Chen Ye, Hongzhi Wang
2014 A conf
Cleanix: A Big Data Cleaning Parfait.
CIKM
Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang
2014 C conf
CrowdCleaner: A Data Cleaning System Based on Crowdsourcing.
APWeb
Chen Ye, Hongzhi Wang, Keli Li, Qian Chen, Jianhua Chen, Jiangduo Song, Weidong Yuan
2014 Misc conf
Efficient Subgraph Matching Using GPUs.
ADC
Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi
2014 — conf
Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior.
DASFAA (2)
Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao
2014 — conf
Neighbor-base similarity matching for graphs.
ICDE Workshops
Hang Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
2014 — conf
Sectional and Conditional Functional Dependencies.
WASA
Mingda Li, Hongzhi Wang, Ye Li
2014 — conf
Truth Discovery Based on Crowdsourcing.
WAIM
Chen Ye, Hongzhi Wang, Hong Gao, Jianzhong Li, Hui Xie
2014 C conf
TruthOrRumor: Truth Judgment from Web.
APWeb
Guangze Liu, Hongzhi Wang, ChengHui Chen, Hong Gao
2014 — ed.
Wireless Algorithms, Systems, and Applications - 9th International Conference, WASA 2014, Harbin, China, June 23-25, 2014. Proceedings
WASA
Zhipeng Cai, Chaokun Wang, Siyao Cheng, Hongzhi Wang, Hong Gao
2013 — conf
A Data Cleaning Framework Based on User Feedback.
WAIM
Hui Xie, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 J jnl
A survey on tree edit distance lower bound estimation techniques for similarity join on XML data.
SIGMOD Rec.
Fei Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 J jnl
An Efficient Entity Resolution Method for Large Relations.
Int. J. Cooperative Inf. Syst.
Yakun Li, Hongzhi Wang, Hong Gao, Jianzhong Li
2013 — conf
CUVIM: Extracting Fresh Information from Social Network.
WAIM
Rui Guo, Hongzhi Wang, Kaiyu Li, Jianzhong Li, Hong Gao
2013 J jnl
Efficient community detection with additive constrains on large networks.
Knowl. Based Syst.
Yakun Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 — conf
Entity Resolution on Uncertain Relations.
WAIM
Huabin Feng, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 — conf
EntityManager: An Entity-Based Dirty Data Management System.
DASFAA (2)
Hongzhi Wang, Xueli Liu, Jianzhong Li, Xing Tong, Long Yang, Yakun Li
2013 J jnl
Graph-based reference table construction to facilitate entity matching.
J. Syst. Softw.
Fangda Wang, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 — conf
HITCleaner: A Light-Weight Online Data Cleaning System.
DASFAA (2)
Hongzhi Wang, Jianzhong Li, Ran Huo, Li Jia, Lian Jin, Xueying Men, Hui Xie
2013 J jnl
Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior.
CoRR
Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao
2013 — conf
Imputation for Categorical Attributes with Probabilistic Reasoning.
WAIM
Lian Jin, Hongzhi Wang, Hong Gao
2013 — conf
Incremental Truth Discovery for Information from Multiple Data Sources.
WAIM Workshops
Li Jia, Hongzhi Wang, Jianzhong Li, Hong Gao
2013 J jnl
Parallelization in Extracting Fresh Information from Online Social Network.
CoRR
Rui Guo, Hongzhi Wang, Mengwen Chen, Jianzhong Li, Hong Gao
2013 A* conf
ProductSeeker: entity-based product retrieval for e-commerce.
SIGIR
Hongzhi Wang, Xiaodong Zhang, Jianzhong Li, Hong Gao
2012 — conf
Dynamic Graph Shortest Path Algorithm.
WAIM
Xueli Liu, Hongzhi Wang
2012 J jnl
Efficient Subgraph Matching on Billion Node Graphs
CoRR
Zhao Sun, Hongzhi Wang, Haixun Wang, Bin Shao, Jianzhong Li
2012 J jnl
Efficient Subgraph Matching on Billion Node Graphs.
Proc. VLDB Endow.
Zhao Sun, Hongzhi Wang, Haixun Wang, Bin Shao, Jianzhong Li
2012 — conf
Fgram-Tree: An Index Structure Based on Feature Grams for String Approximate Search.
WAIM
Xing Tong, Hongzhi Wang
2012 — conf
Graph-Structured Data Compression Based on Frequent Subgraph Contraction.
WAIM Workshops
Cong Wang, Hongzhi Wang
2012 — conf
Path-Based XML Stream Compression with XPath Query Support.
WAIM Workshops
Bingyi Qian, Hongzhi Wang, Jianzhong Li, Hong Gao
2012 — conf
Range Query Estimation for Dirty Data Management System.
WAIM
Yan Zhang, Long Yang, Hongzhi Wang
2011 A conf
Context-based entity description rule for entity resolution.
CIKM
Lingli Li, Jianzhong Li, Hongzhi Wang, Hong Gao
2011 — ch.
Dirty Data Management in Cloud Database.
Grid and Cloud Database Management
Hongzhi Wang, Jianzhong Li, Jinbao Wang, Hong Gao
2011 J jnl
GXQuery: Extending XQuery for Querying Graph-structured XML Data.
J. Comput. Inf. Technol.
Hongzhi Wang, Jianzhong Li
2011 — ch.
Labelling-Scheme-based Subgraph Query Processing on Graph Data.
Graph Data Management
Hongzhi Wang, Jianzhong Li, Hong Gao
2011 C conf
Schema Mapping with Quality Assurance for Data Integration.
APWeb
Xu Bian, Hongzhi Wang, Hong Gao
2011 — conf
Similarity Join on XML Based on k-Generation Set Distance.
WAIM Workshops
Yue Wang, Hongzhi Wang, Yang Wang, Hong Gao
2010 — conf
Approximate Joins for XML Using
XSym
Fei Li, Hongzhi Wang, Cheng Zhang, Liang Hao, Jianzhong Li, Hong Gao
2010 — conf
Compression Algorithms for Structural Query Results on XML Data.
WAIM Workshops
Qing Wang, Hongzhi Wang, Hong Gao, Jianzhong Li
2010 — conf
DCUBE: CUBE on Dirty Databases.
WAIM
Guohua Jiang, Hongzhi Wang, Shouxu Jiang, Jianzhong Li, Hong Gao
2010 — conf
EIF: A Framework of Effective Entity Identification.
WAIM
Lingli Li, Hongzhi Wang, Hong Gao, Jianzhong Li
2010 — conf
Efficient Duplicate Record Detection Based on Similarity Estimation.
WAIM
Mohan Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2010 J jnl
Graph Homomorphism Revisited for Graph Matching.
Proc. VLDB Endow.
Wenfei Fan, Jianzhong Li, Shuai Ma, Hongzhi Wang, Yinghui Wu
2009 B conf
Efficient Algorithms for Skyline Top-K Keyword Queries on XML Streams.
DASFAA
Lingli Li, Hongzhi Wang, Jianzhong Li, Hong Gao
2009 — conf
Global Similarity and Local Variance in Human Gene Coexpression Networks.
AICI
Ivan Krivosheev, Lei Du, Hongzhi Wang, Shaojun Zhang, Yadong Wang, Xia Li
2009 B conf
Query Optimization for Complex Path Queries on XML Data.
DASFAA
Hongzhi Wang, Jianzhong Li, Xianmin Liu, Jizhou Luo
2008 — conf
C-kNN Query Processing in Object Tracking Sensor Networks.
WASA
Jinghua Zhu, Jianzhong Li, Jizhou Luo, Wei Zhang, Hongzhi Wang
2008 J jnl
Clustered Chain Path Index for XML Document: Efficiently Processing Branch Queries.
World Wide Web
Hongqiang Wang, Jianzhong Li, Hongzhi Wang
2008 J jnl
Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document.
World Wide Web
Hongzhi Wang, Jianzhong Li, Wei Wang, Xuemin Lin
2008 J jnl
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.
Wei Jiang, Xia Li, Shaoqi Rao, Lihong Wang, Lei Du, Chuanxing Li, Chao Wu, Hongzhi Wang, Yadong Wang, Baofeng Yang
2008 J jnl
Data sources selection for XML data sources.
Int. J. Intell. Inf. Database Syst.
Hongzhi Wang, Jianzhong Li, Jizhou Luo
2008 — conf
Efficient Top-k Keyword Search on XML Streams.
ICYCS
Lingli Li, Hongzhi Wang, Jianzhong Li, Jizhou Luo
2008 J jnl
Efficient join algorithms for distributed information integration based on XML.
Int. J. Bus. Process. Integr. Manag.
Hongzhi Wang, Jianzhong Li, Shuguang Xiong
2008 J jnl
Hash-base subgraph query processing method for graph-structured XML documents.
Proc. VLDB Endow.
Hongzhi Wang, Jianzhong Li, Jizhou Luo, Hong Gao
2007 — conf
SAM: An Efficient Algorithm for F&B-Index Construction.
APWeb/WAIM
Xianmin Liu, Jianzhong Li, Hongzhi Wang
2006 — conf
Caching Frequent XML Query Patterns.
APWeb Workshops
Xin Zhan, Jianzhong Li, Hongzhi Wang, Zhenying He
2006 — conf
Clustered Absolute Path Index for XML Document: On Efficient Processing of Twig Queries.
APWeb Workshops
Hongqiang Wang, Jianzhong Li, Hongzhi Wang
2006 B conf
Clustered Chain Path Index for XML Document: Efficiently Processing Branch Queries.
WISE
Hongqiang Wang, Jianzhong Li, Hongzhi Wang
2005 — conf
Efficient Join Algorithms for Integrating XML Data in Grid Environment.
GCC
Hongzhi Wang, Jianzhong Li, Shuguang Xiong
2005 A* conf
Efficient Processing of XML Path Queries Using the Disk-based F&B Index.
VLDB
Wei Wang, Hongzhi Wang, Hongjun Lu, Haifeng Jiang, Xuemin Lin, Jianzhong Li
2005 C conf
Labeling Scheme and Structural Joins for Graph-Structured XML Data.
APWeb
Hongzhi Wang, Wei Wang, Xuemin Lin, Jianzhong Li
2005 C conf
OLAP for XML Data.
CIT
Hongzhi Wang, Jianzhong Li, Zhenying He, Hong Gao
2005 — conf
Practical Indexing XML Document for Twig Query.
ASIAN
Hongzhi Wang, Wei Wang, Jianzhong Li, Xuemin Lin, Raymond K. Wong
2005 — conf
Subgraph Join: Efficient Processing Subgraph Queries on Graph-Structured XML Document.
WAIM
Hongzhi Wang, Wei Wang, Xuemin Lin, Jianzhong Li
2004 — conf
Optimized Query Translation Strategy for XML Stored in Relational Database.
WAIM
Hongzhi Wang, Jianzhong Li, Zhenying He
2004 — conf
The Compression of Massive Offline Relations.
WAIM
Jizhou Luo, Jianzhong Li, Hongzhi Wang, Yanqiu Zhang, Kai Zhao
2004 — conf
XCpaqs: Compression of XML Document with XPath Query Support.
ITCC (1)
Hongzhi Wang, Jianzhong Li, Jizhou Luo, Zhenying He
2003 B conf
An Effective Wrapper Architecture to Heterogeneous Data Source.
AINA
Hongzhi Wang, Jianzhong Li, Zhenying He
2003 — conf
Web Information Integration Based on Compressed XML.
DNIS
Hongzhi Wang, Jianzhong Li, Zhenying He, Jizhou Luo
2003 — conf
Xaggregation: Flexible Aggregation of XML Data.
WAIM
Hongzhi Wang, Jianzhong Li, Zhenying He, Hong Gao
2002 — conf
INEXP: Information Exchange Protocol for Interoperability.
ICADL
Hongzhi Wang, Jianzhong Li, Zhenying He