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ORCIDQun Chen 0001
Person information
- affiliation: Northwestern Polytechnical University, School of Computer Science, China
- affiliation: Northwestern Polytechnical University, Key Laboratory of Big Data Storage and Management, China
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- Qun Chen — disambiguation page
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Journal Articles
- 2024
[j23]Youcef Nafa
, Qun Chen, Boyi Hou, Zhanhuai Li:
Adaptive deep learning for entity disambiguation via knowledge-based risk analysis. Expert Syst. Appl. 238(Part F): 122342 (2024)- 2023
- [j22]Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Wei Pan, Lijun Zhang, Zhanhuai Li:
Adaptive deep learning for entity resolution by risk analysis. Knowl. Based Syst. 260: 110118 (2023) - [j21]Yanyan Wang, Qun Chen, Murtadha H. M. Ahmed, Zhaoqiang Chen, Jing Su, Wei Pan, Zhanhuai Li:
Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis. Trans. Assoc. Comput. Linguistics 11: 723-739 (2023) - 2022
- [j20]Lijun Zhang, Xingyu Lu, Zhaoqiang Chen, Tianwei Liu, Qun Chen, Zhanhuai Li:
Adaptive deep learning for network intrusion detection by risk analysis. Neurocomputing 493: 46-58 (2022) - [j19]Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active deep learning on entity resolution by risk sampling. Knowl. Based Syst. 236: 107729 (2022) - [j18]Boyi Hou, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li:
Gradual Machine Learning for Entity Resolution. IEEE Trans. Knowl. Data Eng. 34(4): 1803-1814 (2022) - 2021
- [j17]Ping Zhong, Zhanhuai Li, Qun Chen, Boyi Hou:
Attention-Enhanced Gradual Machine Learning for Entity Resolution. IEEE Intell. Syst. 36(6): 71-79 (2021) - [j16]Ping Zhong, Zhanhuai Li, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed:
Numerical Markov Logic Network: A Scalable Probabilistic Framework for Hybrid Knowledge Inference. Inf. 12(3): 124 (2021) - [j15]Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li:
Aspect-level sentiment analysis based on gradual machine learning. Knowl. Based Syst. 212: 106509 (2021) - [j14]Yanyan Wang, Qun Chen, Murtadha H. M. Ahmed, Zhanhuai Li, Wei Pan, Hailong Liu:
Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. IEEE Trans. Knowl. Data Eng. 33(5): 2002-2014 (2021) - 2020
- [j13]Murtadha H. M. Ahmed, Qun Chen, Zhanhuai Li:
Constructing domain-dependent sentiment dictionary for sentiment analysis. Neural Comput. Appl. 32(18): 14719-14732 (2020) - [j12]Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. IEEE Trans. Knowl. Data Eng. 32(2): 347-359 (2020) - 2019
- [j11]Zhuo Wang, Qun Chen, Bo Suo, Wei Pan, Zhanhuai Li:
Reducing partition skew on MapReduce: an incremental allocation approach. Frontiers Comput. Sci. 13(5): 960-975 (2019) - 2018
- [j10]Yaoli Xu, Zhanhuai Li, Qun Chen, Fengfeng Fan:
GL-RF: a reconciliation framework for label-free entity resolution. Frontiers Comput. Sci. 12(5): 1035-1037 (2018) - [j9]Hailong Liu, Zhanhuai Li, Qun Chen, Zhaoqiang Chen:
Automatic Web-based relational data imputation. Frontiers Comput. Sci. 12(6): 1125-1139 (2018) - [j8]Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Reasoning about attribute value equivalence in relational data. Inf. Syst. 75: 1-12 (2018) - [j7]Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Relational data imputation with quality guarantee. Inf. Sci. 465: 305-322 (2018) - 2017
- [j6]Zhuo Wang, Qun Chen, Boyi Hou, Bo Suo, Zhanhuai Li, Wei Pan, Zachary G. Ives:
Parallelizing maximal clique and k-plex enumeration over graph data. J. Parallel Distributed Comput. 106: 79-91 (2017) - 2016
- [j5]Boyi Hou, Zhuo Wang, Qun Chen, Bo Suo, Chao Fang, Zhanhuai Li, Zachary G. Ives:
Efficient Maximal Clique Enumeration Over Graph Data. Data Sci. Eng. 1(4): 219-230 (2016) - [j4]Zhaoqiang Chen, Qun Chen, Jiajun Li, Zhanhuai Li, Lei Chen:
A probabilistic ranking framework for web-based relational data imputation. Inf. Sci. 355-356: 152-168 (2016) - 2012
- [j3]Ying Lou, Zhanhuai Li, Qun Chen:
Semantic relevance ranking for XML keyword search. Inf. Sci. 190: 127-143 (2012) - 2011
- [j2]Xia Li, Zhanhuai Li, Qun Chen, Ning Li:
XIOTR : A Terse Ranking of XIO for XML Keyword Search. J. Softw. 6(1): 156-163 (2011) - 2009
- [j1]Hailong Liu, Qun Chen, Zhanhuai Li:
Optimization Techniques for RFID Complex Event Processing. J. Comput. Sci. Technol. 24(4): 723-733 (2009)
Conference and Workshop Papers
- 2021
- [c32]Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li, Tianyi Duan:
DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. ACL/IJCNLP (Findings) 2021: 488-497 - 2020
- [c31]Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li:
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD Conference 2020: 1165-1180 - 2019
- [c30]Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Zhanhuai Li:
Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis. PRICAI (2) 2019: 569-581 - [c29]Boyi Hou, Qun Chen, Jiquan Shen, Xin Liu, Ping Zhong, Yanyan Wang, Zhaoqiang Chen, Zhanhuai Li:
Gradual Machine Learning for Entity Resolution. WWW 2019: 3526-3530 - 2018
- [c28]Zhaoqiang Chen, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li:
Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective. BIRTE 2018: 4:1-4:5 - [c27]Jing Su, Qun Chen, Zhuo Wang, Murtadha H. M. Ahmed, Zhanhuai Li:
GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform. ICDCS 2018: 1533-1536 - [c26]Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Youcef Nafa, Zhanhuai Li, Hailong Liu, Wei Pan:
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework. ICDE 2018: 1156-1167 - [c25]Fengfeng Fan, Zhanhuai Li, Qun Chen:
Attribute Value Matching with Limited Budget. IScIDE 2018: 148-157 - [c24]Yanyan Wang, Qun Chen, Xin Liu, Murtadha H. M. Ahmed, Zhanhuai Li, Wei Pan, Hailong Liu:
SenHint: A Joint Framework for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. WWW (Companion Volume) 2018: 207-210 - 2017
- [c23]Ping Zhong, Zhanhuai Li, Qun Chen, Yanyan Wang, Lianping Wang, Murtadha H. M. Ahmed, Fengfeng Fan:
POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support. CIKM 2017: 2559-2562 - [c22]Zhaoqiang Chen, Qun Chen, Zhanhuai Li:
A Human-and-Machine Cooperative Framework for Entity Resolution with Quality Guarantees. ICDE 2017: 1405-1406 - 2016
- [c21]Weibang Li, Zhanhuai Li, Qun Chen, Tao Jiang, Zhilei Yin:
Discovering Approximate Functional Dependencies from Distributed Big Data. APWeb (2) 2016: 289-301 - [c20]Hailong Liu, Zhanhuai Li, Cheqing Jin, Qun Chen:
Web-based techniques for automatically detecting and correcting information errors in a database. BigComp 2016: 261-264 - [c19]Qun Chen, Chao Fang, Zhuo Wang, Bo Suo, Zhanhuai Li, Zachary G. Ives:
Parallelizing Maximal Clique Enumeration Over Graph Data. DASFAA (2) 2016: 249-264 - [c18]Bo Suo, Jing Su, Qun Chen, Zhanhuai Li, Wei Pan:
DFA-G: A Unified Programming Model for Vertex-Centric Parallel Graph Processing. ICDM Workshops 2016: 1328-1331 - [c17]Bo Suo, Zhanhuai Li, Qun Chen, Wei Pan:
Towards Scalable Subgraph Pattern Matching over Big Graphs on MapReduce. ICPADS 2016: 1118-1126 - 2015
- [c16]Tao Jiang, Zhanhuai Li, Qun Chen, Kai-Wen Li, Zhong Wang, Wei Pan:
Towards Order-Preserving SubMatrix Search and Indexing. DASFAA (2) 2015: 309-326 - [c15]Tao Jiang, Zhanhuai Li, Qun Chen, Zhong Wang, Kai-Wen Li, Wei Pan:
OMEGA: An Order-Preserving SubMatrix Mining, Indexing and Search Tool. ECML/PKDD (3) 2015: 303-307 - [c14]Weibang Li, Zhanhuai Li, Qun Chen, Tao Jiang, Hailong Liu:
Discovering Functional Dependencies in Vertically Distributed Big Data. WISE (2) 2015: 199-207 - 2013
- [c13]Tao Jiang, Zhanhuai Li, Qun Chen, Zhong Wang, Wei Pan, Zhuo Wang:
Parallel Partitioning and Mining Gene Expression Data with Butterfly Network. DEXA (1) 2013: 129-144 - 2012
- [c12]Lijun Zhang, Zhanhuai Li, Qun Chen, Xia Li, Ning Li, Ying Lou:
Mining Frequent Association Tag Sequences for Clustering XML Documents. APWeb 2012: 85-96 - [c11]Jian Jin, Qun Chen:
A trust-based Top-K recommender system using social tagging network. FSKD 2012: 1270-1274 - [c10]Wei Pan, Zhanhuai Li, Qun Chen, Shanglian Peng, Bo Suo, Jian Xu:
MSMapper: An Adaptive Split Assignment Scheme for MapReduce. WAIM Workshops 2012: 162-172 - 2011
- [c9]Yanming Nie, Zhanhuai Li, Qun Chen:
Complex Event Processing over Unreliable RFID Data Streams. APWeb 2011: 278-289 - [c8]Xia Li, Zhanhuai Li, PeiYing Wang, Qun Chen, Lijun Zhang, Ning Li:
XIO-SLCA: Optimize SLCA for Effective Keyword Search in XML Documents. WAIM Workshops 2011: 140-149 - [c7]Shanglian Peng, Zhanhuai Li, Qiang Li, Qun Chen, Wei Pan, Hailong Liu, Yanming Nie:
Event Detection over Live and Archived Streams. WAIM 2011: 566-577 - 2010
- [c6]Ying Lou, Peng Wang, Zhanhuai Li, Qun Chen, Xia Li:
Effective XML Keyword Search through Valid Lowest Information Unit. WAIM Workshops 2010: 85-94 - [c5]Shanglian Peng, Zhanhuai Li, Qiang Li, Qun Chen, Hailong Liu, Yanming Nie, Wei Pan:
Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams. WAIM 2010: 97-102 - [c4]Lijun Zhang, Zhanhuai Li, Qun Chen, Ning Li:
Structure and Content Similarity for Clustering XML Documents. WAIM Workshops 2010: 116-124 - [c3]Hailong Liu, Zhanhuai Li, Qun Chen, Shanglian Peng:
Online Pattern Aggregation over RFID Data Streams. WAIM 2010: 262-273 - 2009
- [c2]Yanming Nie, Zhanhuai Li, Shanglian Peng, Qun Chen:
Probabilistic Modeling of Streaming RFID Data by Using Correlated Variable-duration HMMs. SERA 2009: 72-77 - 2008
- [c1]Qun Chen, Zhanhuai Li, Hailong Liu:
Optimizing Complex Event Processing over RFID Data Streams. ICDE 2008: 1442-1444
Editorship
- 2021
- [e1]Qun Chen, Jianxin Li:
Web and Big Data. APWeb-WAIM 2020 International Workshops - KGMA 2020, SemiBDMA 2020, DeepLUDA 2020, Tianjin, China, September 18-20, 2020, Revised Selected Papers. Communications in Computer and Information Science 1373, Springer 2021, ISBN 978-981-16-0478-2 [contents]
Informal and Other Publications
- 2020
- [i9]Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Zhanhuai Li:
Risk-based Adaptive Deep Learning for Entity Resolution. CoRR abs/2012.03513 (2020) - [i8]Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR abs/2012.12960 (2020) - 2019
- [i7]Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li:
Gradual Machine Learning for Aspect-level Sentiment Analysis. CoRR abs/1906.02502 (2019) - [i6]Zhaoqiang Chen, Qun Chen, Boyi Hou, Tianyi Duan, Zhanhuai Li, Guoliang Li:
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. CoRR abs/1912.02947 (2019) - 2018
- [i5]Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees. CoRR abs/1803.05714 (2018) - [i4]Zhaoqiang Chen, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li:
Improving the Results of Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective. CoRR abs/1805.12502 (2018) - [i3]Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Murtadha H. M. Ahmed, Zhaoqiang Chen, Zhanhuai Li:
Gradual Machine Learning for Entity Resolution. CoRR abs/1810.12125 (2018) - 2017
- [i2]Qun Chen, Song Bai, Zhanhuai Li, Zhiying Gou, Bo Suo, Wei Pan:
GraphHP: A Hybrid Platform for Iterative Graph Processing. CoRR abs/1706.07221 (2017) - [i1]Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Zhanhuai Li:
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperative Framework. CoRR abs/1710.00204 (2017)
Coauthor Index
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