Qun Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 48

Top Topics

Relational Data

Entity Resolution

Sentiment Analysis

Functional Dependencies

Top Venues

IEEE Trans. Knowl. Data Eng.

Knowl. Based Syst.

Publications

Jieming Feng, Zhanhuai Li, Qun Chen, Hailong Liu
Automating localized learning for cardinality estimation based on XGBoost. Knowl. Inf. Syst. 66 (7) (2024)
Jieming Feng, Zhanhuai Li, Qun Chen
Towards Exploratory Query Optimization for Template-Based SQL Workloads. ICDE (2024)
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) (2024)
Na Chen, Xianming Kuang, Feiyu Liu, Kehao Wang, Lijun Zhang, Qun Chen
Few-shot image classification based on gradual machine learning. Expert Syst. Appl. 255 (2024)
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 (2023)
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 (2023)
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 (2022)
Lijun Zhang, Xingyu Lu, Zhaoqiang Chen, Tianwei Liu, Qun Chen, Zhanhuai Li
Adaptive deep learning for network intrusion detection by risk analysis. Neurocomputing 493 (2022)
Boyi Hou, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li
Gradual Machine Learning for Entity Resolution. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
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) (2021)
Ping Zhong, Zhanhuai Li, Qun Chen, Boyi Hou
Attention-Enhanced Gradual Machine Learning for Entity Resolution. IEEE Intell. Syst. 36 (6) (2021)
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)
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) (2021)
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 (2021)
Murtadha H. M. Ahmed, Qun Chen, Zhanhuai Li
Constructing domain-dependent sentiment dictionary for sentiment analysis. Neural Comput. Appl. 32 (18) (2020)
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD Conference (2020)
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR (2020)
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) (2020)
Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Zhanhuai Li
Risk-based Adaptive Deep Learning for Entity Resolution. CoRR (2020)
Zhuo Wang, Qun Chen, Bo Suo, Wei Pan, Zhanhuai Li
Reducing partition skew on MapReduce: an incremental allocation approach. Frontiers Comput. Sci. 13 (5) (2019)
Boyi Hou, Qun Chen, Jiquan Shen, Xin Liu, Ping Zhong, Yanyan Wang, Zhaoqiang Chen, Zhanhuai Li
Gradual Machine Learning for Entity Resolution. WWW (2019)
Zhaoqiang Chen, Qun Chen, Boyi Hou, Tianyi Duan, Zhanhuai Li, Guoliang Li
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. CoRR (2019)
Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Zhanhuai Li
Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis. PRICAI (2) (2019)
Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li
Gradual Machine Learning for Aspect-level Sentiment Analysis. CoRR (2019)
Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Murtadha H. M. Ahmed, Zhaoqiang Chen, Zhanhuai Li
Gradual Machine Learning for Entity Resolution. CoRR (2018)
Hailong Liu, Zhanhuai Li, Qun Chen, Zhaoqiang Chen
Automatic Web-based relational data imputation. Frontiers Comput. Sci. 12 (6) (2018)
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)
Fengfeng Fan, Zhanhuai Li, Qun Chen
Attribute Value Matching with Limited Budget. IScIDE (2018)
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)
Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen
Relational data imputation with quality guarantee. Inf. Sci. 465 (2018)
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 (2018)
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)
Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen
Reasoning about attribute value equivalence in relational data. Inf. Syst. 75 (2018)
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 (2018)
Jing Su, Qun Chen, Zhuo Wang, Murtadha H. M. Ahmed, Zhanhuai Li
GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform. ICDCS (2018)
Yaoli Xu, Zhanhuai Li, Qun Chen, Fengfeng Fan
GL-RF: a reconciliation framework for label-free entity resolution. Frontiers Comput. Sci. 12 (5) (2018)
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 (2017)
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 (2017)
Qun Chen, Song Bai, Zhanhuai Li, Zhiying Gou, Bo Suo, Wei Pan
GraphHP: A Hybrid Platform for Iterative Graph Processing. CoRR (2017)
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)
Zhaoqiang Chen, Qun Chen, Zhanhuai Li
A Human-and-Machine Cooperative Framework for Entity Resolution with Quality Guarantees. ICDE (2017)
Zhaoqiang Chen, Qun Chen, Jiajun Li, Zhanhuai Li, Lei Chen
A probabilistic ranking framework for web-based relational data imputation. Inf. Sci. (2016)
Weibang Li, Zhanhuai Li, Qun Chen, Tao Jiang, Zhilei Yin
Discovering Approximate Functional Dependencies from Distributed Big Data. APWeb (2) (2016)
Qun Chen, Chao Fang, Zhuo Wang, Bo Suo, Zhanhuai Li, Zachary G. Ives
Parallelizing Maximal Clique Enumeration Over Graph Data. DASFAA (2) (2016)
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) (2016)
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)
Bo Suo, Zhanhuai Li, Qun Chen, Wei Pan
Towards Scalable Subgraph Pattern Matching over Big Graphs on MapReduce. ICPADS (2016)
Hailong Liu, Zhanhuai Li, Cheqing Jin, Qun Chen
Web-based techniques for automatically detecting and correcting information errors in a database. BigComp (2016)
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)
Tao Jiang, Zhanhuai Li, Qun Chen, Kai-Wen Li, Zhong Wang, Wei Pan
Towards Order-Preserving SubMatrix Search and Indexing. DASFAA (2) (2015)
Weibang Li, Zhanhuai Li, Qun Chen, Tao Jiang, Hailong Liu
Discovering Functional Dependencies in Vertically Distributed Big Data. WISE (2) (2015)
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)
Jian Jin, Qun Chen
A trust-based Top-K recommender system using social tagging network. FSKD (2012)
Wei Pan, Zhanhuai Li, Qun Chen, Shanglian Peng, Bo Suo, Jian Xu
MSMapper: An Adaptive Split Assignment Scheme for MapReduce. WAIM Workshops (2012)
Ying Lou, Zhanhuai Li, Qun Chen
Semantic relevance ranking for XML keyword search. Inf. Sci. 190 (2012)
Lijun Zhang, Zhanhuai Li, Qun Chen, Xia Li, Ning Li, Ying Lou
Mining Frequent Association Tag Sequences for Clustering XML Documents. APWeb (2012)
Xia Li, Zhanhuai Li, Qun Chen, Ning Li
XIOTR : A Terse Ranking of XIO for XML Keyword Search. J. Softw. 6 (1) (2011)
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)
Yanming Nie, Zhanhuai Li, Qun Chen
Complex Event Processing over Unreliable RFID Data Streams. APWeb (2011)
Shanglian Peng, Zhanhuai Li, Qiang Li, Qun Chen, Wei Pan, Hailong Liu, Yanming Nie
Event Detection over Live and Archived Streams. WAIM (2011)
Ying Lou, Peng Wang, Zhanhuai Li, Qun Chen, Xia Li
Effective XML Keyword Search through Valid Lowest Information Unit. WAIM Workshops (2010)
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)
Lijun Zhang, Zhanhuai Li, Qun Chen, Ning Li
Structure and Content Similarity for Clustering XML Documents. WAIM Workshops (2010)
Hailong Liu, Zhanhuai Li, Qun Chen, Shanglian Peng
Online Pattern Aggregation over RFID Data Streams. WAIM (2010)
Yanming Nie, Zhanhuai Li, Shanglian Peng, Qun Chen
Probabilistic Modeling of Streaming RFID Data by Using Correlated Variable-duration HMMs. SERA (2009)
Hailong Liu, Qun Chen, Zhanhuai Li
Optimization Techniques for RFID Complex Event Processing. J. Comput. Sci. Technol. 24 (4) (2009)
Qun Chen, Zhanhuai Li, Hailong Liu
Optimizing Complex Event Processing over RFID Data Streams. ICDE (2008)