周军锋(教授)

周军锋

男 教授 软件系

个人简介:周军锋,男,计算机科学与技术学院软件与理论学科教授,博士生导师。2009年毕业于中国人民大学计算机应用技术专业,获工学博士学位。近年来以负责人身份承担2项国家自然科学基金项目、1项上海市自然科学基金、1项河北省优秀青年基金项目,参与多项重大课题研究计划项目,获松江区拔尖人才项目资助。在计算机领域重要期刊和会议上发表一系列研究论文,包括中国计算机学会推荐的A类会议SIGMODICDEA类期刊VLDB JournalTKDE,以及中文核心期刊计算机学报、软件学报、计算机研究与发展等。研究兴趣为各种大规模复杂数据的存储、查询检索及分析。

研究方向:

大图数据的查询处理技术

讲授课程:

数据结构,离散数学

主要研究成果:

1.Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du. Fast Reachability Queries Answering based on RCN Reduction. IEEE Transactions on Knowledge and Data Engineering, Early Access, 2021.8.30, DOI: 10.1109/TKDE.2021.3108433 (CCF A)

2.Junfeng Zhou, Jeffrey Xu Yu, Na Li, Hao Wei, Ziyang Chen, Xian Tang: Accelerating reachability query processing based on DAG reduction. VLDB Journal. 2018, 27(2): 271-296  SCI, CCF A类期刊

3.Junfeng Zhou, Shijie Zhou, Jeffrey Xu Yu, Hao Wei, Ziyang Chen, Xian Tang: DAG Reduction: Fast Answering Reachability Queries. SIGMODConference 2017: 375-390  CCF A类会议

4.Junfeng Zhou, Wei Wang, Ziyang Chen, Jeffery Xu Yu. Top-Down XML Keyword Query Processing. TKDE. 2016, 28(5): 1340-1353. SCI, CCF A类期刊

5.Junfeng Zhou, Zhifeng Bao, Wei Wang, Jinjia Zhao, Xiaofeng Meng. Efficient Query Processing for XML Keyword Queries based on the IDList Index. VLDBJournal. 2014, 23(1):25-50. SCI, CCF A类期刊

6.Junfeng Zhou, Zhifeng Bao, Wei Wang, Tok Wang Ling, Ziyang Chen, Xudong Lin, Jingfeng Guo. Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection. ICDE 2012: 905-916. CCF A类会议

7.杜明,宋嘉祎,周军锋:规模受限的影响力社区搜索. 电子学报. 2022,8. 已录用

8.Jing Bai, Junfeng Zhou, Ming Du, Ziyang Chen: Index-based top kα-maximal-clique enumeration over uncertain graphs. J. Supercomput. 78(17): 19372-19400 (2022)

9.Xiaozhe Li , Xuan Wang , Junfeng Zhou , Ming Du: buTCS: An Optimized Algorithm for Estimating the Size of Transitive Closure. IEEE Access 9: 116528-116539 (2021)

10.Jing Bai, Junfeng Zhou, Ming Du, Peng Zhong: Efficient (k, α)-Maximal-Cliques Enumeration Over Uncertain Graphs. IEEE Access 9: 149338-149348 (2021)

11.Xian Tang, Junfeng Zhou, Yaxian Qiu, Xiang Liu, Yunyu Shi, Jingwen Zhao: One Edge at a Time: A Novel Approach Towards Efficient Transitive Reduction Computation on DAGs. IEEE Access 8: 38010-38022 (2020)

12.Ming Du, Anping Yang, Junfeng Zhou, Xian Tang, Ziyang Chen, Yanfei Zuo: HT: A Novel Labeling Scheme for k-Hop Reachability Queries on DAGs. IEEE Access 7: 172110-172122 (2019)

13.陈子阳, 陈伟, 贾勇, 周军锋. 基于KST索引的最大连通Steiner分量查询算法. 计算机学报, 2020, 43(07): 1215-1229

14.陈子阳, 陈伟, 李娜, 周军锋. 面向大图的可达性查询处理算法. 计算机学报, 2019, 42(03): 582-595

15.杜明, 杨云, 周军锋, 陈子阳, 杨安平. 标签约束可达查询的高效处理方法.计算机研究与发展, 2020, 57(09): 1949-1960

16.杜明, 郑凯文, 陈子阳, 周军锋. TFP:高效的最快路径查询处理方法. 清华大学学报(自然科学版), 2020, 60(08): 656-663

17.Junfeng Zhou, Ziyang Chen, Jingrong Zhang. SEJoin: an optimized algorithm towards efficient approximate string searches. ACMSIGIR 2011.

18.Junfeng Zhou, Guoxiang Lan, Ziyang Chen, Xian Tang. Fast SLCA Computation based on Stable Match. J. Comput. Sci. Technol. (JCST). 2013, 28 (2): 366-381. SCI, CCF B类期刊

19.Junfeng Zhou, Tok Wang Ling, Zhifeng Bao, Xiaofeng Meng. Related Axis: The Extension to XPath Towards Effective XML Search. J. Comput. Sci. Technol.(JCST). 2012, 27(1): 195-212. SCI, CCF B类期刊

20.Junfeng Zhou, Xiaofeng Meng, Ling Tok Wang. Efficient Processing of Partially Specified Twig Pattern Queries. 中国科学F:信息科学. 2009, 52(10):1830-1847. SCI, CCF B类期刊

21.Junfeng Zhou, Xingmin Zhao, Wei Wang, Ziyang Chen, Jeffrey Xu Yu. Top-Down Keyword Query Processing on XML Data, CIKM 2013: 2225-2230. CCF B类会议

22.Junfeng Zhou, Zhifeng Bao, Ziyang Chen, and Tok Wang Ling. Fast Result Enumeration for Keyword Queries on XML Data. DASFAA 2012: 95-109. CCF B类会议

23.Junfeng Zhou, Zhifeng Bao, Ziyang Chen, Guoxiang Lan, Xudong Lin, and Tok Wang Ling. Top-Down SLCA Computation based on List Partition. DASFAA 2012: 172-184. CCF B类国际会议

24.Junfeng Zhou, Zhifeng Bao, Tok Wang Ling, Xiaofeng Meng. MCN: A New Semantics towards Effective XML Keyword Search. DASFAA 2009: 511-526. CCF B类国际会议

25.周军锋, 王博, 田姗姗, 陈子阳, 郭景峰. TDTMS:一种面向XML数据的结果子树构建算法. 计算机学报. 2013, 36(8):1714-1728. EI

26.周军锋, 孟小峰: XML关键字查询处理研究. 计算机学报. 2012, 35(12): 2459-2478. EI

27.周军锋, 孟小峰, 蒋瑜, 谢敏. F-Index:一种加速Twig查询处理的扁平结构索引. 软件学报. 2007, 18(6):1429-1442. EI

28.Junfeng Zhou, Jinjia Zhao, Bo Wang, Xingmin Zhao, Ziyang Chen. Efficient MSubtree Results Computation for XML Keyword Queries. WAIM 2013: 472-477. EI, CCF C类会议

29.Junfeng Zhou, Guoxiang Lan, Ziyang Chen, Xian Tang, Jingfeng Guo. Top-Down SLCA Computation Based on Hash Search. WAIM 2012: 272-283. EI, CCF C类会议

30.周军锋, 陈伟, 费春苹, 陈子阳. BiRch:一种处理k步可达性查询的双向搜索算法[J]. 通信学报. 2015, 36(8):50~60. EI

31.Junfeng Zhou, Ziyang Chen, Xian Tang, Zhifeng Bao, Tok Wang Ling. Fast Result Enumeration for Keyword Queries on XML Data. JCSE. 2012, 6(2): 127-140. EI

32.周军锋, 汤显, 郭景峰. 一种优化的协同过滤推荐算法. 计算机研究与发展. 2004, 41(10), 1842-1847. EI, NDBC2004优秀论文

33.周军锋, 田姗姗, 蓝国翔, 陈子阳, 郭景峰. TDCOL:列式存储的XML关键字查询处理策略. 计算机科学与探索. 2012, 6(9): 829-843. 核心

34.周军锋, 李义国, 郭景峰. 面向PSTP查询的高效处理算法. 计算机科学与探索. 2010, 4(11): 1039-1048. 核心

35.周军锋, 魏蕊, 郭景峰. 面向更新的扩展Dewey编码. 计算机科学与探索. 2010, 4(10): 918-926. 核心

近期主持或参与的科研项目:

1.上海市自然科学基金,大规模动态数据图上的多约束可达查询处理技术

2.国家自然科学基金,基于事前约束的XML关键字查询处理技术

联系方式:zhoujf@dhu.edu.cn


Name: Junfeng Zhou

Bio: Junfeng Zhou is a professor of the school of computer science and technology of Donghua University. He got his PhD degree from Renmin University of China in 2009. During the past few years, he has been supported by grants from NSFC and NSFS. By now, he has published more than 30 papers on high quality conferences and journals, such as SIGMOD, ICDE, VLDB Journal and TKDE. His research interests include query processing on large-scale graphs, such as reachability queries processing and cohesive subgraphs mining.

Research Areas: Query processing on large-scale graphs

Main Courses Taught: Data Structure

Publications:

1.Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du. Fast Reachability Queries Answering based on RCN Reduction. IEEE Transactions on Knowledge and Data Engineering, Early Access, 2021.8.30, DOI: 10.1109/TKDE.2021.3108433 (CCF A)

2.Junfeng Zhou, Jeffrey Xu Yu, Na Li, Hao Wei, Ziyang Chen, Xian Tang: Accelerating reachability query processing based on DAG reduction. VLDB Journal. 2018, 27(2): 271-296  SCI, CCF A类期刊

3.Junfeng Zhou, Shijie Zhou, Jeffrey Xu Yu, Hao Wei, Ziyang Chen, Xian Tang: DAG Reduction: Fast Answering Reachability Queries. SIGMODConference 2017: 375-390  CCF A类会议

4.Junfeng Zhou, Wei Wang, Ziyang Chen, Jeffery Xu Yu. Top-Down XML Keyword Query Processing. TKDE. 2016, 28(5): 1340-1353. SCI, CCF A类期刊

5.Junfeng Zhou, Zhifeng Bao, Wei Wang, Jinjia Zhao, Xiaofeng Meng. Efficient Query Processing for XML Keyword Queries based on the IDList Index. VLDBJournal. 2014, 23(1):25-50. SCI, CCF A类期刊

6.Junfeng Zhou, Zhifeng Bao, Wei Wang, Tok Wang Ling, Ziyang Chen, Xudong Lin, Jingfeng Guo. Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection. ICDE 2012: 905-916. CCF A类会议

7.杜明,宋嘉祎,周军锋:规模受限的影响力社区搜索. 电子学报. 2022,8. 已录用

8.Jing Bai, Junfeng Zhou, Ming Du, Ziyang Chen: Index-based top kα-maximal-clique enumeration over uncertain graphs. J. Supercomput. 78(17): 19372-19400 (2022)

9.Xiaozhe Li , Xuan Wang , Junfeng Zhou , Ming Du: buTCS: An Optimized Algorithm for Estimating the Size of Transitive Closure. IEEE Access 9: 116528-116539 (2021)

10.Jing Bai, Junfeng Zhou, Ming Du, Peng Zhong: Efficient (k, α)-Maximal-Cliques Enumeration Over Uncertain Graphs. IEEE Access 9: 149338-149348 (2021)

11.Xian Tang, Junfeng Zhou, Yaxian Qiu, Xiang Liu, Yunyu Shi, Jingwen Zhao: One Edge at a Time: A Novel Approach Towards Efficient Transitive Reduction Computation on DAGs. IEEE Access 8: 38010-38022 (2020)

12.Ming Du, Anping Yang, Junfeng Zhou, Xian Tang, Ziyang Chen, Yanfei Zuo: HT: A Novel Labeling Scheme for k-Hop Reachability Queries on DAGs. IEEE Access 7: 172110-172122 (2019)

13.陈子阳, 陈伟, 贾勇, 周军锋. 基于KST索引的最大连通Steiner分量查询算法. 计算机学报, 2020, 43(07): 1215-1229

14.陈子阳, 陈伟, 李娜, 周军锋. 面向大图的可达性查询处理算法. 计算机学报, 2019, 42(03): 582-595

15.杜明, 杨云, 周军锋, 陈子阳, 杨安平. 标签约束可达查询的高效处理方法.计算机研究与发展, 2020, 57(09): 1949-1960

16.杜明, 郑凯文, 陈子阳, 周军锋. TFP:高效的最快路径查询处理方法. 清华大学学报(自然科学版), 2020, 60(08): 656-663

17.Junfeng Zhou, Ziyang Chen, Jingrong Zhang. SEJoin: an optimized algorithm towards efficient approximate string searches. ACMSIGIR 2011.

18.Junfeng Zhou, Guoxiang Lan, Ziyang Chen, Xian Tang. Fast SLCA Computation based on Stable Match. J. Comput. Sci. Technol. (JCST). 2013, 28 (2): 366-381. SCI, CCF B类期刊

19.Junfeng Zhou, Tok Wang Ling, Zhifeng Bao, Xiaofeng Meng. Related Axis: The Extension to XPath Towards Effective XML Search. J. Comput. Sci. Technol.(JCST). 2012, 27(1): 195-212. SCI, CCF B类期刊

20.Junfeng Zhou, Xiaofeng Meng, Ling Tok Wang. Efficient Processing of Partially Specified Twig Pattern Queries. 中国科学F:信息科学. 2009, 52(10):1830-1847. SCI, CCF B类期刊

21.Junfeng Zhou, Xingmin Zhao, Wei Wang, Ziyang Chen, Jeffrey Xu Yu. Top-Down Keyword Query Processing on XML Data, CIKM 2013: 2225-2230. CCF B类会议

22.Junfeng Zhou, Zhifeng Bao, Ziyang Chen, and Tok Wang Ling. Fast Result Enumeration for Keyword Queries on XML Data. DASFAA 2012: 95-109. CCF B类会议

23.Junfeng Zhou, Zhifeng Bao, Ziyang Chen, Guoxiang Lan, Xudong Lin, and Tok Wang Ling. Top-Down SLCA Computation based on List Partition. DASFAA 2012: 172-184. CCF B类国际会议

24.Junfeng Zhou, Zhifeng Bao, Tok Wang Ling, Xiaofeng Meng. MCN: A New Semantics towards Effective XML Keyword Search. DASFAA 2009: 511-526. CCF B类国际会议

25.周军锋, 王博, 田姗姗, 陈子阳, 郭景峰. TDTMS:一种面向XML数据的结果子树构建算法. 计算机学报. 2013, 36(8):1714-1728. EI

26.周军锋, 孟小峰: XML关键字查询处理研究. 计算机学报. 2012, 35(12): 2459-2478. EI

27.周军锋, 孟小峰, 蒋瑜, 谢敏. F-Index:一种加速Twig查询处理的扁平结构索引. 软件学报. 2007, 18(6):1429-1442. EI

28.Junfeng Zhou, Jinjia Zhao, Bo Wang, Xingmin Zhao, Ziyang Chen. Efficient MSubtree Results Computation for XML Keyword Queries. WAIM 2013: 472-477. EI, CCF C类会议

29.Junfeng Zhou, Guoxiang Lan, Ziyang Chen, Xian Tang, Jingfeng Guo. Top-Down SLCA Computation Based on Hash Search. WAIM 2012: 272-283. EI, CCF C类会议

30.周军锋, 陈伟, 费春苹, 陈子阳. BiRch:一种处理k步可达性查询的双向搜索算法[J]. 通信学报. 2015, 36(8):50~60. EI

31.Junfeng Zhou, Ziyang Chen, Xian Tang, Zhifeng Bao, Tok Wang Ling. Fast Result Enumeration for Keyword Queries on XML Data. JCSE. 2012, 6(2): 127-140. EI

32.周军锋, 汤显, 郭景峰. 一种优化的协同过滤推荐算法. 计算机研究与发展. 2004, 41(10), 1842-1847. EI, NDBC2004优秀论文

33.周军锋, 田姗姗, 蓝国翔, 陈子阳, 郭景峰. TDCOL:列式存储的XML关键字查询处理策略. 计算机科学与探索. 2012, 6(9): 829-843. 核心

34.周军锋, 李义国, 郭景峰. 面向PSTP查询的高效处理算法. 计算机科学与探索. 2010, 4(11): 1039-1048. 核心

35.周军锋, 魏蕊, 郭景峰. 面向更新的扩展Dewey编码. 计算机科学与探索. 2010, 4(10): 918-926. 核心

Mail: zhoujf@dhu.edu.cn