- 2018.12-至今 南京理工大学,计算机科学与工程学院,教授
- 2017.04-2018.07 新南威尔士大学,计算机科学与工程学院,副研究员
- 2019-10-2020.10 阿里巴巴达摩院,访问学者
- 2013.09-2017.06 澳大利亚 新南威尔士大学,博士
- 2010.09-2013.06 四川大学,计算机学院,硕士
- 2006.09-2010.06 四川大学,软件学院,本科
- 国家自然科学基金(青年项目), 面向大规模图数据的凝聚子图搜索技术研究,27万,主持
(国家基金委,2020年1月-2022年12月,61902184)
-江苏省自然科学基金(青年项目),基于结果相关性评价模型的高效凝聚子图搜索技术研究,20万,主持
(江苏省科技厅,2019年7月-2022年7月,BK20190453)
- 江苏省“双创博士”,大规模图数据管理,15万,主持
(江苏省教育厅,2020年1月-2022年12月)
- 国家自然科学基金(面上项目),分布式集群上基于海量图结构的高性能相似度检索,60万,参与骨干
(国家基金委,2020年1月-2023年12月,61972203)
-江苏省自然科学基金(青年项目),大规模图数据管理与相似度查询的基础理论与关键技术,20万,参与骨干
(江苏省科技厅,2019年7月-2022年7月,BK2019044)
近年来在国际数据库领域发表了高水平学术文章多篇【详见DBLP】, 如计算机学会推荐的CCF A类顶级国际会议与期刊论文VLDB, ICDE, WWW, VLDB J., IEEE TKDE等,代表性论文包括(*共同一作, #通讯作者):
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- Junhua Zhang, Long Yuan#, Wentao Li, Lu Qin, Ying Zhang, Wenjie Zhang. Label-Constrained Shortest Path Query Processing on Road Networks. VLDBJ 2024
[CCF A]
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- Kongzhang Hao, Long Yuan#, Xuemin Lin, Wenjie Zhang. Batch Hop-Constrained s-t Simple Path Query Processing in Large Graphs. ICDE 2024
[CCF A]
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- Shunyang Li, Kai Wang, Xuemin Lin, Wenjie Zhang, Yizhang He, Long Yuan. Querying Historical Cohesive Subgraphs over Temporal Bipartite Graphs. ICDE 2024
[CCF A]
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- Chuan Ma, Jun Li, Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H Vincent Poor. Trusted AI in multi-agent systems: An overview of privacy and security for distributed learning. Proceedings of IEEE, 2023
[CCF A]
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- Yiqi Wang, Long Yuan#, Zi Chen, Wenjie Zhang, Xuemin Lin, Qing Liu. Towards Efficient Shortest Path Counting on Billion-Scale Graphs. ICDE 2023
[CCF A]
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- Zi Chen, Yiwei Zhao, Long Yuan#, Xuemin Lin, Kai Wang. Index-Based Biclique Percolation Communities Search on Bipartite graphs. ICDE 2023
[CCF A]
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- Zi Chen, Long Yuan#, Xuemin Lin, Lu Qin, Wenjie Zhang. Balanced Clique Computation in Signed Networks: Concepts and Algorithms. IEEE TKDE 2022 (online available)
[CCF A]
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- Jiujing Zhang, Shiyu Yang, Dian Ouyang, Fan Zhang, Xuemin Lin, Long Yuan. Hop-Constrained s-t Simple Path Enumeration on Large Dynamic Graphs. ICDE 2023
[CCF A]
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- Qianzhen Zhang, Deke Guo, Xiang Zhao, Long Yuan, Lailong Luo. Discovering Frequency Bursting Patterns in Temporal Graphs. ICDE 2023
[CCF A]
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- Junhua Zhang , Long Yuan#, Wentao Li, Lu Qin, Ying Zhang. Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach. Proc. VLDB Endow (VLDB), 15(3): 686 - 698, 2022
[CCF A]
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- Kongzhang Hao, Long Yuan#, Wenjie Zhang. Distributed Hop-Constraineds-t Simple Path Enumeration at Billion Scale. Proc. VLDB Endow (VLDB), 15(2): 169 - 182, 2022
[CCF A]
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- Lingkai Meng*, Long Yuan*#, Zi Chen, Xuemin Lin, Shiyu Yang. Index-based Structural Clustering on Directed Graphs. ICDE 2022
[CCF A]
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- Junhua Zhang , Wentao Li, Long Yuan, Lu Qin, Ying Zhang, Lijun Chang. Shortest-Path Queries on Complex Networks: Experiments, Analyses, and Improvement. Proc. VLDB Endow (VLDB), 15(11): , 2022
[CCF A]
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- Zi Chen, Long Yuan#, Li Han, Zhengping Qian. Higher-Order Truss Decomposition in Graphs. IEEE Trans. Knowl. Data Eng. 2021 (online available)
[CCF A]
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- Chuan Ma, Long Yuan#, Li Han, Ming Ding, Raghav Bhaskar, Jun Li. Data Level Privacy Preserving: A Stochastic Perturbation Approach based on Differential Privacy. IEEE Trans. Knowl. Data Eng. 2021 (online available)
[CCF A]
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- Dian Ouyang*, Long Yuan*#, Lu Qin, Lijun Chang, Ying Zhang, Xuemin Lin. Efficient Shortest Path Index Maintenance on Dynamic Road Networks with Theoretical Guarantees. Proc. VLDB Endow (VLDB), 13(5): 602-615, 2020
[CCF A]
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- Boge Liu*, Long Yuan*#, Xuemin Lin, Lu Qin, Wenjie Zhang, Jingren Zhou: Efficient (α, β)-core computation in bipartite graphs. VLDB J. 29(5): 1075-1099 (2020)
[CCF A]
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- Zi Chen*, Long Yuan*#, Xuemin Lin, Lu Qin, Jianye Yang: Efficient Maximal Balanced Clique Enumeration in Signed Networks. WWW 2020: 339-349
[CCF A]
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- Long Yuan, Lu Qin, Wenjie Zhang, Lijun Chang, Jianye Yang: Index-Based Densest Clique Percolation Community Search in Networks (Extended Abstract). ICDE 2019: 2161-2162
[CCF A]
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- Boge Liu, Long Yuan#, Xuemin Lin, Lu Qin, Wenjie Zhang, Jingren Zhou: Efficient (a,β)-core Computation: an Index-based Approach. WWW 2019: 1130-1141
[CCF A]
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- Long Yuan, Lu Qin, Wenjie Zhang, Lijun Chang, Jianye Yang: Index-Based Densest Clique Percolation Community Search in Networks. IEEE Trans. Knowl. Data Eng. 30(5): 922-935 (2018)
[CCF A]
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- Jianye Yang, Wenjie Zhang, Shiyu Yang, Ying Zhang, Xuemin Lin, Long Yuan: Efficient set containment join. VLDB J. 27(4): 471-495 (2018)
[CCF A]
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- Long Yuan, Lu Qin, Xuemin Lin, Lijun Chang, Wenjie Zhang: I/O efficient ECC graph decomposition via graph reduction. VLDB J. 26(2): 275-300 (2017)
[CCF A]
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- Long Yuan, Lu Qin, Xuemin Lin, Lijun Chang, Wenjie Zhang: Effective and Efficient Dynamic Graph Coloring. Proc. VLDB Endow. 11 (3): 338-351 (2017).
[CCF A]
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- Long Yuan, Lu Qin, Xuemin Lin, Lijun Chang, Wenjie Zhang: Diversified top-k clique search. VLDB J. 25(2): 171-196 (2016).
[CCF A]
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- Long Yuan, Lu Qin, Xuemin Lin, Lijun Chang, Wenjie Zhang: I/O Efficient ECC Graph Decomposition via Graph Reduction. Proc. VLDB Endow. 9(7): 516-527 (2016).
[CCF A]
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- Long Yuan, Lu Qin, Xuemin Lin, Lijun Chang, Wenjie Zhang: Diversified top-k clique search. ICDE 2015: 387-398.
[CCF A]
本人每年可招收3名硕士研究生。目前指导硕士研究生5名,协助指导硕士、博士研究生若干名。