Hongzhi Wang

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 265

Top Venues

CoRR

Inf. Sci.

ICDE

IEEE Trans. Knowl. Data Eng.

Publications

Huaiyuan Liu, Donghua Yang, Xianzhang Liu, Xinglei Chen, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
TodyNet: Temporal dynamic graph neural network for multivariate time series classification. Inf. Sci. 677 (2024)
Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou
DIDS: Double Indices and Double Summarizations for Fast Similarity Search. Proc. VLDB Endow. 17 (9) (2024)
Shuangshuang Cui, Xian Wu, Hongzhi Wang, Hao Wu
Multimodal Data Modeling Technology and Its App-19lication for Cloud-edge-device Collaboration. Int. J. Softw. Informatics 14 (1) (2024)
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
Automatic time series forecasting model design based on pruning. Appl. Soft Comput. 162 (2024)
Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. CoRR (2024)
Zhiyu Liang, Hongzhi Wang
FedST: secure federated shapelet transformation for time series classification. VLDB J. 33 (5) (2024)
Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang
CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. AAAI (2024)
Yingze Li, Hongzhi Wang, Xianglong Liu
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting. Proc. ACM Manag. Data 2 (1) (2024)
Aya El-Fatyany, Hongzhi Wang, Mehak Khan, Saied M. Abd El-atty
Analytical framework for end-to-end channel capacity in molecular communication system. Multim. Tools Appl. 83 (1) (2024)
Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. ICDE (2024)
Xiaolong Wan, Hongzhi Wang
Efficient Semi-External SCC Computation (Extended Abstract). ICDE (2024)
Yuzhuo Wang, Hongzhi Wang, Xianglong Liu, Yu Yan
GFedKG: GNN-based federated embedding model for knowledge graph completion. Knowl. Based Syst. 301 (2024)
Yu Yan, Junfang Huang, Hongzhi Wang, Jian Geng, Kaixin Zhang, Tao Yu
KnobCF: Uncertainty-aware Knob Tuning. CoRR (2024)
Shenghe Zheng, Hongzhi Wang, Xianglong Liu
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors. CoRR (2024)
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search. ICDE (2024)
Huaiyuan Liu, Hongzhi Wang, Hekai Huang, Donghua Yang, Yong Tang, Yanhao Huang
PFKMaster: A Knowledge-Driven Flow Control System for Large-Scale Power Grid. DASFAA (4) (2023)
Shuangshuang Cui, Hongzhi Wang, Xianglong Liu, Zeyu Tian, Xiaoou Ding
TS-Cabinet: Hierarchical Storage for Cloud-Edge-End Time-series Database. CoRR (2023)
Xiaoxiao Xie, Shengfei Shi, Hongzhi Wang, Mohan Li
SAT: sampling acceleration tree for adaptive database repartition. World Wide Web (WWW) 26 (5) (2023)
Zhixin Qi, Hongzhi Wang, Haoran Zhang
A Dual-Store Structure for Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. DASFAA (Workshops) (2023)
Yuhan Wu, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
Approximate Query Processing Based on Approximate Materialized View. ICA3PP (2) (2023)
Zhiyu Liang, Hongzhi Wang
FedST: Federated Shapelet Transformation for Interpretable Time Series Classification. CoRR (2023)
Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification. CoRR (2023)
Xintong Song, Donghua Yang, Yutong Wang, Hongzhi Wang, Jinbao Wang, Bo Zheng
TransFusion Model Fusion Mechanism Based on Transformer for Traffic Flow Prediction. J. Database Manag. 34 (3) (2023)
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning. Proc. VLDB Endow. 17 (3) (2023)
Zhixin Qi, Haoran Zhang, Hongzhi Wang, Zemin Chao
ANSWER: Automatic Index Selector for Knowledge Graphs. APWeb-WAIM (2) (2023)
Xiaolong Wan, Hongzhi Wang
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract). ICDE (2023)
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection. Inf. Sci. 622 (2023)
Tianbao Li, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
Schema Integration on Massive Data Sources. ICA3PP (2) (2023)
Xiaolong Wan, Hongzhi Wang
Reachability Queries With Label and Substructure Constraints on Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Bozhou Chen, Hongzhi Wang
SoftStep relaxation for mining optimal convolution kernel. Knowl. Based Syst. 276 (2023)
Xiaolong Wan, Hongzhi Wang
Efficient Semi-External SCC Computation. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan
HyGGE: Hyperbolic graph attention network for reasoning over knowledge graphs. Inf. Sci. 630 (2023)
Nan Jiang, Qingping Xiang, Hongzhi Wang, Bo Zheng
Time series compression based on reinforcement learning. Inf. Sci. 648 (2023)
Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang
Duet: efficient and scalable hybriD neUral rElation undersTanding. CoRR (2023)
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. ICDE (2023)
Rui Kang, Hongzhi Wang
Dynamic Relation Repairing for Knowledge Enhancement. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Guosheng Feng, Hongzhi Wang, Chunnan Wang
Search for deep graph neural networks. Inf. Sci. 649 (2023)
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. CoRR (2023)
Hongzhi Wang, Yan Wei, Hao Yan
Automatic single table storage structure selection for hybrid workload. Knowl. Inf. Syst. 65 (11) (2023)
Yu Yan, Hongzhi Wang, Junfang Huang, Jian Geng, Zixuan Wang, Yuzhuo Wang
RDBlab: An Artificial Simulation System for RDBMSs. APWeb/WAIM (4) (2023)
Alladoumbaye Ngueilbaye, Joshua Zhexue Huang, Mehak Khan, Hongzhi Wang
Data quality model for assessing public COVID-19 big datasets. J. Supercomput. 79 (17) (2023)
Yu Yan, Bo Zheng, Hongzhi Wang, Jinkai Zhang, Yutong Wang
CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data. DASFAA (4) (2023)
Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Yida Liu
Cleanits-MEDetect: Multiple Errors Detection for Time Series Data in Cleanits. DASFAA (4) (2023)
Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang, Tao Yu
AAE: An active auto-estimator for improving graph storage. Inf. Sci. 623 (2023)
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model. Pattern Recognit. 140 (2023)
Zhixin Qi, Hongzhi Wang, Ziming Shen, Donghua Yang
PreKar: A learned performance predictor for knowledge graph stores. World Wide Web (WWW) 26 (1) (2023)
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye, Aya El-Fatyany
End-to-end multivariate time series classification via hybrid deep learning architectures. Pers. Ubiquitous Comput. 27 (2) (2023)
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
Automated Graph Neural Network Search Under Federated Learning Framework. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Kaixin Zhang, Hongzhi Wang, Han Hu, Songling Zou, Jiye Qiu, Tongxin Li, Zhishun Wang
TENSILE: A Tensor Granularity Dynamic GPU Memory Scheduling Method Toward Multiple Dynamic Workloads System. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning. CoRR (2023)
Xiaoou Ding, Yida Liu, Hongzhi Wang, Donghua Yang, Yichen Song
SNN-AAD: Active Anomaly Detection Method for Multivariate Time Series with Sparse Neural Network. DASFAA (1) (2023)
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning. CoRR (2022)
Chunnan Wang, Xiang Chen, Junzhe Wang, Hongzhi Wang
ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework. CVPR (2022)
Bozhou Chen, Hongzhi Wang, Chenmin Ba
Differentiable Self-Adaptive Learning Rate. CoRR (2022)
Xuebin Su, Hongzhi Wang
MISS: finding optimal sample sizes for approximate analytics. Distributed Parallel Databases 40 (1) (2022)
Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan
METransE: Manifold-like mechanism enhanced embedding for reasoning over knowledge graphs. Expert Syst. Appl. 209 (2022)
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi
Evaluating community quality based on ground-truth. Inf. Sci. 599 (2022)
Hongzhi Wang, Wenbo Lu, Shihan Tang, Yang Song
Predict industrial equipment failure with time windows and transfer learning. Appl. Intell. 52 (3) (2022)
Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao
Leveraging Currency for Repairing Inconsistent and Incomplete Data. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Xiaoou Ding, Hongzhi Wang, Genglong Li, Haoxuan Li, Yingze Li, Yida Liu
IoT data cleaning techniques: A survey. Intell. Converged Networks 3 (4) (2022)
Chunnan Wang, Hongzhi Wang, Bo Xu, Xintong Song, Xiangyu Shi, Yuhao Bao, Bo Zheng
CO-AutoML: An Optimizable Automated Machine Learning System. DASFAA (3) (2022)
Hongzhi Wang, Bozhou Chen, Yueyang Xu, Kaixin Zhang, Shengwen Zheng
ConsciousControlFlow(CCF): Conscious Artificial Intelligence Based on Needs. J. Artif. Intell. Conscious. 9 (1) (2022)
Zhiyu Liang, Hongzhi Wang
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification. Proc. VLDB Endow. 15 (12) (2022)
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. Inf. Sci. 591 (2022)
Xiaolong Wan, Hongzhi Wang
A linear algorithm for semi-external cutnode computation. Inf. Sci. 615 (2022)
Geng Li, Boyuan Ren, Hongzhi Wang
EEML: Ensemble Embedded Meta-Learning. WISE (2022)
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy. CoRR (2022)
Chen Ye, Shihao Jiang, Hua Zhang, Yifan Wu, Jiankai Shi, Hongzhi Wang, Guojun Dai
JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration. Knowl. Based Syst. 251 (2022)
Xiaolong Wan, Hongzhi Wang
Efficient semi-external depth-first search. Inf. Sci. 599 (2022)
Jiabao Han, Hongzhi Wang
A meta learning approach for open information extraction. Neural Comput. Appl. 34 (15) (2022)
Lei Zheng, Ziming Shen, Hongzhi Wang
GSBRL : Efficient RDF graph storage based on reinforcement learning. World Wide Web 25 (2) (2022)
Zhixin Qi, Hongzhi Wang, Haoran Zhang
A Dual-Store Structure for Knowledge Graphs (Extended Abstract). ICDE (2022)
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model. CoRR (2022)
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong
FIND: Explainable Framework for Meta-learning. CoRR (2022)
Geng Li, Boyuan Ren, Hongzhi Wang
EEML: Ensemble Embedded Meta-learning. CoRR (2022)
Chen Ye, Hongzhi Wang, Kangjie Zheng, YouKang Kong, Rong Zhu, Jing Gao, Jianzhong Li
Constrained Truth Discovery. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Feng Xiong, Hongzhi Wang
Mining Simple Path Traversal Patterns in Knowledge Graph. J. Web Eng. 21 (2) (2022)
Feng Li, Shengfei Shi, Hongzhi Wang
Partial multi-label learning via specific label disambiguation. Knowl. Based Syst. 250 (2022)
Amina Belhassena, Hongzhi Wang
Parallel Skyline Query Processing of Massive Incomplete Activity-Trajectories Data. MEDI (2022)
Yang Song, Helin Jin, Hongzhi Wang, You Liu
IDCOS: optimization strategy for parallel complex expression computation on big data. J. Supercomput. 77 (9) (2021)
Xiaoou Ding, Hongzhi Wang, Chen Wang, Zijue Li, Zheng Liang
Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data. CoRR (2021)
Yuzhuo Wang, Hongzhi Wang, Junwei He, Wenbo Lu, Shuolin Gao
TAGAT: Type-Aware Graph Attention neTworks for reasoning over knowledge graphs. Knowl. Based Syst. 233 (2021)
Meifan Zhang, Hongzhi Wang
Approximate Query Processing for Group-By Queries based on Conditional Generative Models. CoRR (2021)
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu
Industrial time series determinative anomaly detection based on constraint hypergraph. Knowl. Based Syst. 233 (2021)
Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Ibrahim A. Elgendy, Sahalu B. Junaidu
Methods for detecting and correcting contextual data quality problems. Intell. Data Anal. 25 (4) (2021)
Guosheng Feng, Chunnan Wang, Hongzhi Wang
Search For Deep Graph Neural Networks. CoRR (2021)
Jiabao Han, Hongzhi Wang
Improving Open Information Extraction with Distant Supervision Learning. Neural Process. Lett. 53 (5) (2021)
Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Sahalu B. Junaidu
Modulo 9 model-based learning for missing data imputation. Appl. Soft Comput. 103 (2021)
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN. Proc. VLDB Endow. 14 (12) (2021)
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search. CoRR (2021)
Xuebin Su, Hongzhi Wang, Yan Zhang
Concurrency Control Based on Transaction Clustering. ICDE (2021)
Sitao Lv, Shengfei Shi, Hongzhi Wang, Feng Li
Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning. Knowl. Based Syst. 214 (2021)
Yuxi Zhang, Muran Su, Zhen Wu, Xiang Chen, Haifeng Guo, Xinxin Chang, Hongzhi Wang
The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods. BlockSys (2021)
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification. Neural Process. Lett. 53 (3) (2021)
Yu Yan, Shun Yao, Hongzhi Wang, Meng Gao
Index selection for NoSQL database with deep reinforcement learning. Inf. Sci. 561 (2021)
Meifan Zhang, Hongzhi Wang
Selectivity estimation with density-model-based multidimensional histogram. Knowl. Inf. Syst. 63 (4) (2021)
Jiabao Han, Hongzhi Wang
Transformer based network for Open Information Extraction. Eng. Appl. Artif. Intell. 102 (2021)

Hongzhi Wang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hongzhi Wang