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个人简介

邹兆年,男,博士,哈尔滨工业大学计算学部教授、博士生导师,黑龙江省大数据科学与工程重点实验室副主任,研究领域为数据库系统、数据科学,作为负责人承担国家自然科学基金面上项目3项,出版学术著作1部,在VLDB Journal、IEEE Transactions on Knowledge and Data Engineering、ACM Transactions on the Web、Information Systems、Information Sciences、Knowledge and Information Systems、World Wide Web Journal、PVLDB、ICDE、KDD、CIKM、ICDM、EDBT、DASFAA等计算机领域权威国际期刊和会议上发表学术论文60余篇,获得2019年高等学校科学研究成果奖(科学技术)自然科学二等奖(排名第一)、2013年全国优秀博士学位论文提名、2012年中国计算机学会优秀博士学位论文奖、2011年黑龙江省高校自然科学一等奖(排名第五)。 教育经历 1998年9月-2002年7月 计算机软件 吉林大学 本科,理学学士 2002年9月-2005年6月 计算机应用技术 吉林大学 研究生,工学硕士(导师:刘大有教授) 2005年9月-2010年8月 计算机软件与理论 哈尔滨工业大学 研究生,工学博士(导师:李建中教授) 工作经历 香港中文大学 研究助理 2007年1月-2007年7月 哈尔滨工业大学 讲师 2011年3月-2014年12月 University of Maryland, College Park, MD, USA 访问学者 2013年4月-2014年4月 哈尔滨工业大学 副教授 2014年12月-2019年12月 哈尔滨工业大学 教授 2019年12月-现在

研究领域

数据库系统:数据库管理系统、知识图谱查询处理、数据库工作负载管理、基于人工智能的数据库查询优化 数据科学:多层图数据分析、时态图数据分析、不确定图数据分析、图算法

近期论文

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Dandan Liu, Zhaonian Zou#. gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs. Proceedings of the VLDB Endowment, 16(11):3201-3213, 2023. (CCF推荐A类国际学术会议, https://doi.org/10.14778/3611479.3611519) Faming Li, Zhaonian Zou#, Jianzhong Li. Durable Subgraph Matching on Temporal Graphs. IEEE Transactions on Knowledge and Data Engineering, 35(5):4713-4726, 2022. (CCF推荐A类国际学术期刊, https://doi.org/10.1109/TKDE.2022.3148995) Hui He, Hongwei Yang#, Weizhe Zhang, Yan Wang, Zhaonian Zou, Tao Li. MSDS: A Novel Framework for Multi-Source Data Selection Based Cross-Network Node Classification. IEEE Transactions on Knowledge and Data Engineering, 35(12):12799-12813, 2023. (CCF推荐A类国际学术期刊, https://doi.org/10.1109/TKDE.2023.3277957) Run-An Wang, Zhaonian Zou#, Ziqi Jing. Cardinality estimation via learned dynamic sample selection. Information Systems, 117:102252, 2023. (CCF推荐B类国际学术期刊, https://doi.org/10.1016/j.is.2023.102252) Zhenfang Liu, Jianxiong Ye, Zhaonian Zou#. Closeness Centrality on Uncertain Graphs. ACM Transactions on the Web, 17(4):1-29, 2023. (CCF推荐B类国际学术期刊, https://doi.org/10.1145/3604912) Faming Li#, Zhaonian Zou, Xianmin Liu, Jianzhong Li, Xiaochun Yang, Bin Wang. Detecting maximum k-durable structures on temporal graphs. Knowledge-Based Systems, 271:110561, 2023. (CCF推荐C类国际学术期刊, https://doi.org/10.1016/j.knosys.2023.110561) Xudong Liu, Zhaonian Zou#. Common-Truss-Based Community Search on Multilayer Graphs. International Conference on Advanced Data Mining and Applications (ADMA 2023), 277-291, 2023. (CCF推荐C类国际学术会议, https://doi.org/10.1007/978-3-031-46671-7_19) Binyu Zhao, Wei Zhang, Zhaonian Zou. BM2CP: Efficient Collaborative Perception with LiDAR-Camera Modalities. The 7th Annual Conference on Robot Learning (CoRL 2023), 2023. (Poster) Dandan Liu, Zhaonian Zou#. On Flexible Cohesive Subgraph Mining. World Wide Web, 25:535-567, 2022. (CCF推荐B类国际学术期刊, https://doi.org/10.1007/s11280-021-00890-7) Faming Li#, Zhaonian Zou, Jianzhong Li, Xiaochun Yang, Bin Wang. Evolving subgraph matching on temporal graphs. Knowledge-Based Systems, 258:109961, 2022. (CCF推荐C类国际学术期刊, https://doi.org/10.1016/j.knosys.2022.109961) Dan Yin#, Zhaonian Zou, Fengyuan Yang. Effective and Efficient Aggregation on Uncertain Graphs. Fuzzy Sets and Systems, 446:261-276, 2022. (CCF推荐C类国际学术期刊, https://doi.org/10.1016/j.fss.2021.07.017) 景子奇, 邹兆年#. 嵌入式数据库SQLite上多版本并发控制的设计与实现. 计算机应用, 42(1):140-147, 2022. (CCF推荐C类中文学术期刊) 王润安, 邹兆年#. 基于物理操作级模型的查询执行时间预测方法. 计算机科学, 49(8): 49-55, 2021. (CCF推荐B类中文学术期刊) Xuliang Zhu, Xin Huang#, Byron Choi, Jiaxin Jiang, Zhaonian Zou, Jianliang Xu. Budget Constrained Interactive Search for Multiple Targets. Proceedings of the VLDB Endowment, 14(6): 890-902, 2021. (CCF推荐A类国际学术会议, https://doi.org/10.14778/3447689.3447694) Xintong Guo, Hong Gao#, Zhaonian Zou. Distributed Processing of Regular Path Queries in RDF Graphs. Knowledge and Information Systems, 63(4): 993-1027, 2021. (CCF推荐B类国际学术期刊, https://doi.org/10.1007/s10115-020-01536-2) Faming Li, Zhaonian Zou#. Subgraph Matching on Temporal Graphs. Information Sciences, 578:539-558, 2021 (CCF推荐B类国际学术期刊, https://doi.org/10.1016/j.ins.2021.07.071) Xintong Guo, Hong Gao#, Zhaonian Zou. WISE: Workload-Aware Partitioning for RDF Systems. Big Data Research, 22, 100161, 1-16, 2020. (https://doi.org/10.1016/j.bdr.2020.100161) Xintong Guo, Hong Gao, Yinan An, Zhaonian Zou. Diversified Top-k Querying in Knowledge Graphs. Proceedings of the 4th International Joint Conference on Web and Big Data (APWeb/WAIM 2020), (1): 319-336, Tianjin, China, September 18-20, 2020. (CCF推荐C类国际学术会议, https://doi.org/10.1007/978-3-030-60259-8_24) 潘培贤, 邹兆年#, 李发明. 历史图上基于CSR结构的PageRank算法. 计算机科学, (9): 88-93, 2020. (CCF推荐B类中文科技期刊) Rong Zhu, Zhaonian Zou#, Jianzhong Li. Fast diversified coherent core search on multi-layer graphs. VLDB Journal, 28(4): 597-622, 2019. (CCF推荐A类国际学术期刊, https://doi.org/10.1007/s00778-019-00542-3) Faming Li, Zhaonian Zou, Jianzhong Li, Yingshu Li, Yubiao Chen. Distributed Parallel Structural Hole Detection on Big Graphs. Proceedings of the 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019), (1): 519-535, Chiang Mai, Thailand, April 22-25, 2019. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-030-18576-3_31) Xintong Guo, Hong Gao, Zhaonian Zou. Leon: A Distributed RDF Engine for Multi-query Processing. Proceedings of the 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019), (1): 742-759, Chiang Mai, Thailand, April 22-25, 2019. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-030-18576-3_44) Faming Li, Zhaonian Zou, Jianzhong Li, Yingshu Li. Graph Compression with Stars. Proceedings of the 23rd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD 2019), (2): 449-461, Macau, China, April 14-17, 2019. (CCF推荐C类国际学术会议, https://doi.org/10.1007/978-3-030-16145-3_35) Rong Zhu, Zhaonian Zou, Jianzhong Li. Diversified Coherent Core Search on Multi-Layer Graphs. Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018): 701-712, Paris, France, April 16-19, 2018. (CCF推荐A类国际学术会议, https://doi.org/10.1109/ICDE.2018.00069) Rong Zhu, Zhaonian Zou, Jianzhong Li. Fast Rectangle Counting on Massive Networks. Proceedings of the 18th IEEE International Conference on Data Mining (ICDM 2018): 847-856, Singapore, November 17-20, 2018. (CCF推荐B类国际学术会议, https://doi.org/10.1109/ICDM.2018.00100) 邱慧#, 邹兆年. Spark GraphX上的SPARQL查询处理算法. 计算机科学与探索. 12(9): 1361-1371, 2018. (CCF推荐A类中文科技期刊, https://doi.org/10.3778/j.issn.1673-9418.1709040) Rong Zhu, Zhaonian Zou#, Jianzhong Li. SimRank on Uncertain Graphs. IEEE Transactions on Knowledge and Data Engineering, 29(11): 2522-2536, 2017. (CCF推荐A类国际学术期刊, https://doi.org/10.1109/TKDE.2017.2725275) Zhaonian Zou#, Rong Zhu. Truss decomposition of uncertain graphs. Knowledge and Information Systems, 50(1): 197-230, 2017. (CCF推荐B类国际学术期刊, https://doi.org/10.1007/s10115-016-0943-y) Rong Zhu, Zhaonian Zou#, Jianzhong Li. Towards Efficient Top-k Reliability Search on Uncertain Graphs. Knowledge and Information Systems, 50(3): 723-750, 2017. (CCF推荐B类国际学术期刊, https://doi.org/10.1007/s10115-016-0961-9) Dan Yin#, Hong Gao, Zhaonian Zou, Jianzhong Li. Minimized-cost cube query on heterogeneous information networks. Journal of Combinatorial Optimization, 33(1): 339-364, 2017. (https://doi.org/10.1007/s10878-015-9967-6) Zhaonian Zou, Faming Li, Jianzhong Li, Yingshu Li. Scalable Processing of Massive Uncertain Graph Data: A Simultaneous Processing Approach. Proceedings of the 33rd IEEE International Conference on Data Engineering (ICDE 2017): 183-186, San Diego, CA, USA, April 19-22, 2017. (CCF推荐A类国际学术会议, https://doi.org/10.1109/ICDE.2017.70) Yishu Shen, Zhaonian Zou. Efficient Subgraph Matching on Non-volatile Memory. Proceedings of the 18th International Conference on Web Information Systems Engineering (WISE 2017), (1): 457-471, Puschino, Russia, October 7-11, 2017. (CCF推荐C类国际学术会议, https://doi.org/10.1007/978-3-319-68783-4_31) Yongnan Liu, Jianzhong Li, Zhaonian Zou. Determining the Real Data Completeness of a Relational Dataset. Journal of Computer Science and Technology, 31(4): 720-740, 2016. (CCF推荐B类国际学术期刊, https://doi.org/10.1007/s11390-016-1659-x) Rong Zhu, Zhaonian Zou, Jianzhong Li. SimRank computation on uncertain graphs. Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE 2016): 565-576, Helsinki, Finland, May 16-20, 2016. (CCF推荐A类国际学术会议, https://doi.org/10.1109/ICDE.2016.7498271) Dan Yin, Hong Gao, Zhaonian Zou, Jianzhong Li, Zhipeng Cai. Approximate Iceberg Cube on Heterogeneous Dimensions. Proceedings of the 21st International Conference on Database Systems for Advanced Applications (DASFAA 2016), (2): 82-97, Dallas, TX, USA, April 16-19, 2016. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-319-32049-6_6) Zhaonian Zou. Bitruss Decomposition of Bipartite Graphs. Proceedings of the 21st International Conference on Database Systems for Advanced Applications (DASFAA 2016), (2): 218-233, Dallas, TX, USA, April 16-19, 2016. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-319-32049-6_14) Shaoying Song, Zhaonian Zou, Kang Liu. Triangle-Based Representative Possible Worlds of Uncertain Graphs. Proceedings of the 21st International Conference on Database Systems for Advanced Applications (DASFAA 2016), (2): 283-298, Dallas, TX, USA, April 16-19, 2016. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-319-32049-6_18) Anzhen Zhang, Zhaonian Zou, Jianzhong Li, Hong Gao. Minimum Spanning Tree on Uncertain Graphs. Proceedings of the 17th International Conference on Web Information Systems Engineering (WISE 2016), (2): 259-274, Shanghai, China, November 8-10, 2016. (CCF推荐C类国际学术会议, https://doi.org/10.1007/978-3-319-48743-4_21) 尹丹#, 高宏, 邹兆年, 李建中. 异构信息网上的可达性查询. 计算机研究与发展, 53(2): 479-491, 2016. (CCF推荐A类中文科技期刊) 朱鎔, 邹兆年#, 李建中. 不确定图上的Top-k稠密子图挖掘算法. 计算机学报, 39(8): 1570-1582, 2016. (CCF推荐A类中文科技期刊) 李鸣鹏#, 高宏, 邹兆年. 基于图压缩的最大Steiner连通k核查询处理. 软件学报, 27(9): 2265-2277, 2016. (CCF推荐A类中文科技期刊) Rong Zhu, Zhaonian Zou, Jianzhong Li. Top-k Reliability Search on Uncertain Graphs. Proceedings of the 15th IEEE International Conference on Data Mining (ICDM 2015): 659-668, Atlantic City, NJ, USA, November 14-17, 2015. (CCF推荐B类国际学术会议, https://doi.org/10.1109/ICDM.2015.64) Dan Yin, Hong Gao, Zhaonian Zou, Xianmin Liu, Jianzhong Li. Flexible Aggregation on Heterogeneous Information Networks. Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015): 217-222, Hanoi, Vietnam, April 20-23, 2015. (Poster, CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-319-22324-7_18) Lei Li , Hong Gao, Mingrui Zhu, Zhaonian Zou. Multi-way Theta-Join Based on CMD Storage Method. Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA 2014), (1): 62-78, Bali, Indonesia, April 21-24, 2014.. (CCF推荐B类国际学术会议, https://doi.org/10.1007/978-3-319-05810-8_5) 李鸣鹏#, 高宏, 邹兆年. 基于图压缩的k可达查询处理. 软件学报, 25(04): 797-812, 2014. (CCF推荐A类中文科技期刊) 李发明#, 李建中, 邹兆年, 张冠男. 基于压缩的大规模图的割点求解算法. 软件学报, 25(Suppl.(2)): 178?188, 2014. (CCF推荐A类中文科技期刊) Zhaonian Zou, Jianzhong Li. Structural-Context Similarities for Uncertain Graphs. Proceedings of the 13th IEEE International Conference on Data Mining (ICDM 2013): 1325-1330, Dallas, TX, USA, December 7-10, 2013. (CCF推荐B类国际学术会议, https://doi.org/10.1109/ICDM.2013.22) Zhaonian Zou. Polynomial-time Algorithm for Finding Densest Subgraphs in Uncertain Graphs. The 11th ACM KDD Workshop on Mining and Learning with Graphs (MLG 2013), Chicago, IL, USA, August, 2013. (http://snap.stanford.edu/mlg2013/submissions/mlg2013_submission_8.pdf) 邹兆年#, 朱镕. 大规模不确定图上的top-k极大团挖掘算法. 计算机学报, 36(10): 2146-2155, 2013. (CCF推荐A类中文科技期刊) 刘永楠, 邹兆年#, 李建中, 王海洁. 数据完整性的评估方法. 计算机研究与发展, 50(增刊1): 230-238, 2013. (CCF推荐A类中文科技期刊) Jianzhong Li, Zhaonian Zou#, Hong Gao. Mining frequent subgraphs over uncertain graph databases under probabilistic semantics. VLDB Journal, 21(6): 753-777 2012. (CCF推荐A类国际学术会议, https://doi.org/10.1007/s00778-012-0268-8) 李鸣鹏, 邹兆年#, 高宏, 赵正理. 不确定图上期望最短距离的计算. 计算机研究与发展, 49(10): 2208-2220, 2012. (CCF推荐A类中文科技期刊) 张海杰#, 姜守旭, 邹兆年. 不确定图上的高效top-k近邻查询处理算法. 计算机学报, 34(10): 1885-1896, 2011. (CCF推荐A类中文科技期刊) 尹丹#, 高宏, 邹兆年. 一种新的高效图聚集算法. 计算机研究与发展. 48(10): 1831-1841, 2011. (CCF推荐A类中文科技期刊) 韩蒙, 李建中#, 邹兆年. K-CLOSE:基于不确定图挖掘技术的传感器网络紧密区域发现算法. 软件学报, 22(增刊): 131-141, 2011. (CCF推荐A类中文科技期刊) 韩蒙, 李建中#, 邹兆年. 从不确定图中发现K紧密子图. 计算机科学与探索, 5(9): 791-803, 2011. (CCF推荐B类中文科技期刊) Zhaonian Zou#, Jianzhong Li, Hong Gao, Shuo Zhang. Mining Frequent Subgraph Patterns from Uncertain Graph Data. IEEE Transactions on Knowledge and Data Engineering, 22(9): 1203-1218, 2010. (CCF推荐A类国际学术期刊, https://doi.org/10.1109/TKDE.2010.80) Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang. Finding top-k maximal cliques in an uncertain graph. Proceedings of the 26th IEEE International Conference on Data Engineering (ICDE 2010): 649-652, Long Beach, California, USA, March 1-6, 2010. (CCF推荐A类国际学术会议, https://doi.org/10.1109/ICDE.2010.5447891) Zhaonian Zou, Hong Gao, Jianzhong Li. Discovering frequent subgraphs over uncertain graph databases under probabilistic semantics. Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010): 633-642, Washington, DC, USA, July 25-28, 2010. (CCF推荐A类国际学术会议, https://doi.org/10.1145/1835804.1835885) 张硕#, 李建中, 高宏, 邹兆年. 一种多到一子图同构检测方法. 软件学报, 21(3): 401-414, 2010. (CCF推荐A类中文科技期刊) 邹兆年#, 高宏, 李建中, 张硕. 演变图上的连接子图演变模式挖掘. 软件学报, 21(5): 1007-1019, 2010. (CCF推荐A类中文科技期刊) Shuo Zhang, Jianzhong Li, Hong Gao, Zhaonian Zou. A novel approach for efficient supergraph query processing on graph databases. Proceedings of the 12th International Conference on Extending Database Technology (EDBT 2009): 204-215, Saint Petersburg, Russia, March 24-26, 2009. (CCF推荐B类国际学术会议, https://doi.org/10.1145/1516360.1516385) Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang. Frequent subgraph pattern mining on uncertain graph data. Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009): 583-592, Hong Kong, China, November 2-6, 2009. (CCF推荐B类国际学术会议, https://doi.org/10.1145/1645953.1646028) 张硕#, 高宏, 李建中, 邹兆年. 不确定图数据库中高效查询处理. 计算机学报, 32(10): 2066-2079, 2009. (CCF推荐A类中文科技期刊) 邹兆年, 李建中#, 高宏, 张硕. 从不确定图中挖掘频繁子图模式. 软件学报, 20(11): 2965-2976, 2009. (CCF推荐A类中文科技期刊) Ehsan Ullah Munir#, Jianzhong Li, Shengfei Shi, Zhaonian Zou, Qaisar Rasool. A New Heuristic for Task Scheduling in Heterogeneous Computing Environment. Journal of Zhejiang University: Science A, 9(12): 1715-1723, 2008. (https://link.springer.com/article/10.1631/jzus.A0820007) Ehsan Ullah Munir#, Jianzhong Li, Shengfei Shi, Zhaonian Zou, Donghua Yang. MaxStd: A Task Scheduling Heuristic for Heterogeneous Computing Environment. Information Technology Journal, 7(4): 679-683, 2008. (https://sci.net/fulltext/?doi=itj.2008.679.683) Ehsan Ullah Munir, Jianzhong Li, Shengfei Shi, Zhaonian Zou, Qaisar Rasool. A Performance Study of Task Scheduling Heuristics in HC Environment. Proceedings of the 2nd International Conference on Modeling, Computation and Optimization in Information Systems and Management Sciences (MCO 2008): 214-223, 2008. (https://doi.org/10.1007/978-3-540-87477-5_24)

学术兼职

黑龙江省大数据科学与工程重点实验室副主任 2023年-现在 中国计算机学会数据库专业委员会执行委员 2012年-现在 哈尔滨工业大学第六届教学督导委员会委员 2020年-2023年 哈尔滨工业大学第七届教学督导委员会委员 2023年-2026年

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