Derong Shen

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 110

Top Venues

WISA

Frontiers Comput. Sci.

J. Comput. Sci. Technol.

IEEE WISA

Publications

Chenchen Sun, Yang Xu, Derong Shen, Tiezheng Nie
Matching Feature Separation Network for Domain Adaptation in Entity Matching. WWW (2024)
Jinfeng Peng, Derong Shen, Tiezheng Nie, Yue Kou
RLclean: An unsupervised integrated data cleaning framework based on deep reinforcement learning. Inf. Sci. 682 (2024)
Zhaozhao Xu, Derong Shen, Yue Kou, Tiezheng Nie
A Synthetic Minority Oversampling Technique Based on Gaussian Mixture Model Filtering for Imbalanced Data Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Chenchen Sun, Yan Ning, Derong Shen, Tiezheng Nie
Graph Neural Network-Based Short‑Term Load Forecasting with Temporal Convolution. Data Sci. Eng. 9 (2) (2024)
Lan Zhang, Derong Shen, Yue Kou, Tiezheng Nie
Multi-perspective learning for enhanced user preferences for session-based recommendation. Knowl. Based Syst. 298 (2024)
Chuntai Li, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
Cross-Grained Neural Collaborative Filtering for Recommendation. IEEE Access 12 (2024)
Hanyu Mao, Tiezheng Nie, Hao Sun, Derong Shen, Ge Yu
A Survey on Cross-Chain Technology: Challenges, Development, and Prospect. IEEE Access 11 (2023)
Junyan Wang, Derong Shen, Tiezheng Nie, Yue Kou
A Blockchain Query Optimization Method Based on Hybrid Indexes. WISA (2023)
Jiquan Wang, Tiezheng Nie, Derong Shen, Yue Kou
An Efficient Storage Optimization Scheme for Blockchain Based on Hash Slot. WISA (2023)
Hui Bai, Derong Shen, Wenzhou Dou, Tiezheng Nie, Yue Kou
Domain-Generic Pre-Training for Low-Cost Entity Matching via Domain Alignment and Domain Antagonism. IJCNN (2023)
Chenchen Sun, Yuyuan Jin, Derong Shen, Tiezheng Nie, Xite Wang, Yingyuan Xiao
Enhancing Knowledge Graph Attention by Temporal Modeling for Entity Alignment with Sparse Seeds. DASFAA (2) (2023)
Wenzhou Dou, Derong Shen, Xiangmin Zhou, Tiezheng Nie, Yue Kou, Hang Cui, Ge Yu
Soft Target-Enhanced Matching Framework for Deep Entity Matching. AAAI (2023)
Tianlong Guo, Derong Shen, Yue Kou, Tiezheng Nie
Multi-view fusion guided matrix factorization based one-step efficient subspace clustering. J. Intell. Fuzzy Syst. 44 (6) (2023)
Xin Huang, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
Exploiting Item Relationships with Dual-Channel Attention Networks for Session-Based Recommendation. WISA (2023)
Chenchen Sun, Hongxin Guo, Derong Shen, Tiezheng Nie, Zhijiang Hou
Temporal Convolution and Multi-Attention Jointly Enhanced Electricity Load Forecasting. WISA (2023)
Chenchen Sun, Yuyuan Jin, Yang Xu, Derong Shen, Tiezheng Nie, Xite Wang
Exploring the Design Space of Unsupervised Blocking with Pre-trained Language Models in Entity Resolution. ADMA (1) (2023)
Ningning Sun, Yue Kou, Xiangmin Zhou, Derong Shen, Dong Li, Tiezheng Nie
Learning Implicit Sentiment for Explainable Review-Based Recommendation. ADC (2023)
Huichen Zhai, Xiaobo Cao, Pengfei Sun, Derong Shen, Tiezheng Nie, Yue Kou
Rule-Enhanced Evolutional Dual Graph Convolutional Network for Temporal Knowledge Graph Link Prediction. WISA (2023)
Gang Bai, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
Dual-Guided Collective Entity Alignment for Knowledge Graphs. HPCC/DSS/SmartCity/DependSys (2022)
Di Wu, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
Dual-level Hypergraph Representation Learning for Group Recommendation. WISA (2022)
Xiabin Huang, Derong Shen, Tiezheng Nie, Yue Kou, Guangyu He, Shicheng Xu
An Efficient Query Architecture for Permissioned Blockchain. WISA (2022)
Jinyu Zhang, Derong Shen, Tiezheng Nie, Yue Kou
Multi-view Based Entity Frequency-Aware Graph Neural Network for Temporal Knowledge Graph Link Prediction. WISA (2022)
Yue Kou, Dong Li, Derong Shen, Tiezheng Nie, Ge Yu
Incremental User Identification Across Social Networks Based on User-Guider Similarity Index. J. Comput. Sci. Technol. 37 (5) (2022)
Jinxiu Du, Tiezheng Nie, Wenzhou Dou, Derong Shen, Yue Kou
SAREM: Semi-supervised Active Heterogeneous Entity Matching Framework. WISA (2022)
Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Multi-task Generative Adversarial Network for Missing Mobility Data Imputation. CIKM (2022)
Dongyang Pan, Derong Shen, Tiezheng Nie, Yue Kou, Guangyu He, Shicheng Xu
Enabling Verifiable Single-Attribute Range Queries on Erasure-Coded Sharding-Based Blockchain Systems. WISA (2022)
Yu Hu, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Biomedical entity linking based on less labeled data. Frontiers Comput. Sci. 16 (3) (2022)
Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
An enhanced privacy-preserving record linkage approach for multiple databases. Clust. Comput. 25 (5) (2022)
Chenchen Sun, Derong Shen
Towards deep entity resolution via soft schema matching. Neurocomputing 471 (2022)
Yucheng Li, Derong Shen
A new symbolic representation method for time series. Inf. Sci. 609 (2022)
Sainan Tong, Derong Shen, Yue Kou, Tiezheng Nie
CFCT: The cell function classification method for complex tables. HPCC/DSS/SmartCity/DependSys (2022)
Wenzhou Dou, Derong Shen, Tiezheng Nie, Yue Kou, Chenchen Sun, Hang Cui, Ge Yu
Empowering Transformer with Hybrid Matching Knowledge for Entity Matching. DASFAA (3) (2022)
Chenchen Sun, Zhijiang Hou, Derong Shen, Tiezheng Nie
Progressive Entity Matching via Cost Benefit Analysis. IEEE Access 10 (2022)
Xuefei He, Haiping Wei, Shumin Han, Derong Shen
Multi-party Privacy-Preserving Record Linkage Method Based on Trusted Execution Environment. WISA (2022)
Jingwen Bai, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu
Bi-Directional Neighborhood-Aware Network for Entity Alignment in Knowledge Graphs. WISA (2022)
Jinfeng Peng, Derong Shen, Nan Tang, Tieying Liu, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks. Proc. VLDB Endow. 16 (3) (2022)
Yucheng Li, Derong Shen, Tiezheng Nie, Yue Kou
A new shape-based clustering algorithm for time series. Inf. Sci. 609 (2022)
Haoshan Yao, Haiping Wei, Shumin Han, Derong Shen
Efficient Multi-party Privacy-Preserving Record Linkage Based on Blockchain. WISA (2022)
Zhibo Zhou, Tiezheng Nie, Derong Shen, Yue Kou
MCQL: A Multi-node Consortium Blockchain Query Method Based on Node Dynamic Adjustment. WISA (2022)
Chenchen Sun, Derong Shen, Tiezheng Nie
Information Networks Based Multi-semantic Data Embedding for Entity Resolution. DASFAA (3) (2022)
Lingyu Zhao, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
Sentiment-Aware Neural Recommendation with Opinion-Based Explanations. WISA (2022)
Xiaofei Gao, Tiezheng Nie, Derong Shen, Yue Kou, Guangyu He, Shicheng Xu
B-store, a General Block Storage and Retrieval System for Blockchain. WISA (2022)
Chenchen Sun, Derong Shen
Disk based pay-as-you-go record linkage. Frontiers Comput. Sci. 16 (4) (2022)
Lining Yu, Tiezheng Nie, Derong Shen, Yue Kou
Accelerating Progressive Set Similarity Join with the CPU-GPU Architecture. Big Data Res. 26 (2021)
Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Missing POI Check-in Identification Using Generative Adversarial Networks. DASFAA (1) (2021)
Xuehui Li, Guangqi Wang, Derong Shen, Tiezheng Nie, Yue Kou
Heterogeneous Embeddings for Relational Data Integration Tasks. WISA (2021)
Chenchen Sun, Derong Shen
Mixed Hierarchical Networks for Deep Entity Matching. J. Comput. Sci. Technol. 36 (4) (2021)
Dong Li, Derong Shen, Yue Kou, Tiezheng Nie
Information networks fusion based on multi-task coordination. Frontiers Comput. Sci. 15 (4) (2021)
Mingdong Zhu, Derong Shen, Lixin Xu, Xianfang Wang
Scalable Multi-grained Cross-modal Similarity Query with Interpretability. Data Sci. Eng. 6 (3) (2021)
Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Attentional Memory Network with Correlation-based Embedding for time-aware POI recommendation. Knowl. Based Syst. 214 (2021)
Yu Hu, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu
An integrated pipeline model for biomedical entity alignment. Frontiers Comput. Sci. 15 (3) (2021)
Mengwei Li, Jia Tian, Wei Liu, Kangwei Li, Zhaozhao Xu, Tiezheng Nie, Derong Shen, Yue Kou
A Method of MOBA Game Lineup Recommendation Based on NSGA-II. WISA (2021)
Shixian Jiang, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu
Entity Alignment of Knowledge Graph by Joint Graph Attention and Translation Representation. WISA (2021)
Chenchen Sun, Derong Shen
Entity Resolution with Hybrid Attention-Based Networks. DASFAA (2) (2021)
Ziyu Yin, Yue Kou, Guangqi Wang, Derong Shen, Tiezheng Nie
Explainable Recommendation via Neural Rating Regression and Fine-Grained Sentiment Perception. WISA (2021)
Yucheng Li, Derong Shen
Constructing Knowledge Representation Vectors by Symbolic Fourier Approximation and Dynamic Time Warping to Improve Time Series Classification. BigCom (2021)
Shuo Feng, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
A generation probability based percolation network alignment method. World Wide Web 24 (5) (2021)
Kangwei Li, Mengwei Li, Jia Tian, Xiaobo Cao, Tiezheng Nie, Yue Kou, Derong Shen
MOBA Game Analysis System Based on Neural Networks. WISE (2) (2021)
Meihui Shi, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Next point-of-interest recommendation by sequential feature mining and public preference awareness. J. Intell. Fuzzy Syst. 40 (3) (2021)
Bei Xu, Yue Kou, Guangqi Wang, Derong Shen, Tiezheng Nie
DualLink: Dual Domain Adaptation for User Identity Linkage Across Social Networks. WISA (2021)
Zhaozhao Xu, Derong Shen, Tiezheng Nie, Yue Kou, Nan Yin, Xi Han
A cluster-based oversampling algorithm combining SMOTE and k-means for imbalanced medical data. Inf. Sci. 572 (2021)
Hao Dong, Yue Kou, Derong Shen, Tiezheng Nie
Link Prediction Based on Smooth Evolution of Network Embedding. WISA (2020)
Tong Guo, Derong Shen, Tiezheng Nie, Yue Kou
Web Table Column Type Detection Using Deep Learning and Probability Graph Model. WISA (2020)
Yue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu, Shuai Ma
Efficient Team Formation in Social Networks based on Constrained Pattern Graph. ICDE (2020)
Zhaozhao Xu, Derong Shen, Tiezheng Nie, Yue Kou
A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data. J. Biomed. Informatics 107 (2020)
Mingdong Zhu, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Erratum to: A Framework for Supporting Tree-Like Indexes on the Chord Overlay. J. Comput. Sci. Technol. 35 (2) (2020)
Mingdong Zhu, Derong Shen, Lixin Xu, Gang Ren
Multi-grained Cross-modal Similarity Query with Interpretability. APWeb/WAIM (2) (2020)
Huiying Wang, Yue Kou, Derong Shen, Tiezheng Nie
An Explainable Recommendation Method Based on Multi-timeslice Graph Embedding. WISA (2020)
Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
A private entity matching approach for multiple databases. J. Intell. Fuzzy Syst. 38 (4) (2020)
Lining Yu, Tiezheng Nie, Derong Shen, Yue Kou
An Approach for Progressive Set Similarity Join with GPU Accelerating. WISA (2020)
Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Efficient private multi-party numerical records matching. Frontiers Comput. Sci. 14 (5) (2020)
Yue Kou, Derong Shen, Dong Li, Tiezheng Nie, Ge Yu
Finding Communities by Decomposing and Embedding Heterogeneous Information Network. J. Comput. Sci. Technol. 35 (2) (2020)
Yuxin Liu, Derong Shen, Yue Kou, Tiezheng Nie
Link Prediction Based on Node Embedding and Personalized Time Interval in Temporal Multi-relational Network. WISA (2019)
Dong Li, Derong Shen, Yue Kou, Yichuan Shao, Tiezheng Nie, Rui Mao
Exploiting Unlabeled Ties for Link Prediction in Incomplete Signed Networks. IRC (2019)
Dong Li, Derong Shen, Yue Kou, Tiezheng Nie
Integrating Sign Prediction With Behavior Prediction for Signed Heterogeneous Information Networks. IEEE Access 7 (2019)
Yu Hu, Tiezheng Nie, Derong Shen, Ge Yu
A deep aggregated model for protein secondary structure prediction. Int. J. Data Min. Bioinform. 22 (3) (2019)
Yue Kou, Xiang Li, Shuo Feng, Derong Shen, Tiezheng Nie
A Cross-Network User Identification Model Based on Two-Phase Expansion. WISA (2019)
Qiange Wang, Pu He, Tiezheng Nie, Derong Shen, Ge Yu
区块链系统的数据存储与查询技术综述 (Survey of Data Storage and Query Techniques in Blockchain Systems). 计算机科学 45 (12) (2018)
Shaohui Li, Derong Shen, Yue Kou, Dan Yang
Query Optimization for Massive RDF Data Based on Spark. BigCom (2018)
Yu Hu, Tiezheng Nie, Derong Shen, Ge Yu
Sequence Translating Model Using Deep Neural Block Cascade Network: Taking Protein Secondary Structure Prediction as an Example. BigComp (2018)
Shuo Feng, Derong Shen, Tiezheng Nie, Yue Kou, Jingrui He, Ge Yu
Inferring Anchor Links Based on Social Network Structure. IEEE Access 6 (2018)
Hongguo Yang, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Strongly connected components based efficient computation of page rank. Frontiers Comput. Sci. 12 (6) (2018)
Meihui Shi, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
HPPQ: A parallel package queries processing approach for large-scale data. Big Data Min. Anal. 1 (2) (2018)
Chenchen Sun, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
A genetic algorithm based entity resolution approach with active learning. Frontiers Comput. Sci. 11 (1) (2017)
Yebing Luo, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu
A Progressive Method for Detecting Duplication Entities Based on Bloom Filters. WISA (2017)
Yuefeng Du, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Discovering context-aware conditional functional dependencies. Frontiers Comput. Sci. 11 (4) (2017)
Yuefeng Du, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Determining Repairing Sequence of Inconsistencies in Content-Related Data. WISE (1) (2017)
Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Private Blocking Technique for Multi-party Privacy-Preserving Record Linkage. Data Sci. Eng. 2 (2) (2017)
Dan Yang, Mo Chen, Derong Shen
异构信息空间中时间感知的实体集成框架 (Time-aware Entity Integration Framework in Heterogeneous Information Spaces). 计算机科学 44 (2) (2017)
Shuo Feng, Qian Wang, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
User Identification across Social Networks Based on Global View Features. WISA (2017)
Bo Zhang, Tiezheng Nie, Derong Shen, Yue Kou, Ge Yu, Ziwei Zhou
A Graph Clustering Algorithm for Citation Networks. APWeb (2) (2016)
Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Scalable Private Blocking Technique for Privacy-Preserving Record Linkage. APWeb (2) (2016)
Shuo Feng, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Anchor Link Prediction Using Topological Information in Social Networks. WAIM (1) (2016)
Chenchen Sun, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
Topological Features Based Entity Disambiguation. J. Comput. Sci. Technol. 31 (5) (2016)
Xite Wang, Derong Shen, Ge Yu
Uncertain top-k query processing in distributed environments. Distributed Parallel Databases 34 (4) (2016)
Qingna Zhao, Yue Kou, Derong Shen, Tiezheng Nie, Ge Yu
Combining Influence and Sensitivity to Factorize Matrix for Multi-Context Recommendation. IEEE WISA (2016)
Yuefeng Du, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Content-Related Repairing of Inconsistencies in Distributed Data. J. Comput. Sci. Technol. 31 (4) (2016)
Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
Searching overlapping communities for group query. World Wide Web 19 (6) (2016)
Yu Hu, Tiezheng Nie, Derong Shen, Yue Kou
An Unsupervised Approach for Constructing Word Similarity Network. IEEE WISA (2015)
Yue Kou, Derong Shen, Hongbin Xu, Menger Lin, Ge Yu, Tiezheng Nie
Two-level interactive identification and derivation of topic clusters in complex networks. World Wide Web 18 (4) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Derong Shen