个人信息 |
部门: 网络空间安全学院 性别: 男 职称: 副教授 学位: 博士 联系电话: 020-85222933 电子邮箱: zhangjilian@jnu.edu.cn 荣誉奖励: 省级青年人才 |
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学习经历 2014年博士毕业于新加坡管理大学信息系统学院 工作经历 2017年 - 至今, 暨南大学网络空间安全学院,副教授 2014年 - 2017年,新加坡南洋理工大学(NTU),博士后研究员(Postdoc Research Fellow) 2011年 - 2012年,美国卡内基梅隆大学(CMU),交换博士生 2009年 - 2010年,新加坡管理大学(SMU),信息系统学院,助教(TA) 研究方向 大数据管理、数据库安全、隐私保护、机器学习 主要论文 在大数据管理、数据库、信息安全、人工智能、机器学习领域的国际会议/期刊IEEE TKDE、IEEE TNNLS、IEEE TMM、IEEE Tcyb、ACM TKDD、Information Systems、Information Sciences、ACM SIGMOD、VLDB、WWW、IJCAI、AAAI等上发表论文50多篇。代表性论文如下: [20] Kailun Yan, Jilian Zhang, Xiangyu Liu, Wenrui Diao, Shanqing Guo. Bad Apples: Understanding the Centralized Security Risks in Decentralized Ecosystems. WWW 2023: 2274-2283 (CCF A) [19] Kailun Yan, Jilian Zhang, Yongdong Wu. Improving Bitcoin Transaction Propagation Efficiency through Local Clique Network. The Computer Journal 66(2): 318-332, 2023 (CCF B) [18] Faliang Huang, Xuelong Li, Changan Yuan, Shichao Zhang, Jilian Zhang, Shaojie Qiao. Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis. IEEE Transactions on Neural Networks and Learning Systems 33(9): 4332-4345, 2022 (SCI 一区) [17] Jia-Si Weng, Jian Weng, Jilian Zhang, Ming Li, Yue Zhang, Weiqi Luo. DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-Based Incentive. IEEE Transactions on Dependable and Secure Computation (TDSC) 18(5): 2438-2455, 2021 (CCF A, ESI高被引/热点) [16] Jilian Zhang, Xuelian Deng. LDSQP: Scalable and Efficient Log Data Storage and Query Processing Scheme for Cloud Data Centers. In Proceedings of the 5th International Conference on High Performance Compilation, Computing and Communications, 7-13, 2021 [15] Jilian Zhang, Kaimin Wei, Xuelian Deng. Heuristic algorithms for diversity-aware balanced multi-way number partitioning. Pattern Recognition Letters 136: 56-62, 2020 (CCF C) [14] Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Yonggang Li, Guangquan Lu, Yang Yang. Sparse Graph Connectivity for Image Segmentation. ACM Trans. Knowl. Discov. Data 14(4): 46:1-46:19, 2020 (CCF B) [13] Xiaofeng Zhu, Shichao Zhang, Yonggang Li, Jilian Zhang, Lifeng Yang, Yue Fang. Low-Rank Sparse Subspace for Spectral Clustering. IEEE Transactions on Knowledge and Data Engineering (TKDE) 31(8): 1532-1543, 2019 (CCF A, ESI高被引) [12] Faliang Huang, Xuelong Li, Shichao Zhang, Jilian Zhang. Harmonious Genetic Clustering. IEEE Transactions on Cybernetics 48(1): 199-214, 2018 (SCI 一区) [11] Faliang Huang, Xuelong Li, Shichao Zhang, Jilian Zhang, Jinhui Chen, Zhi-nian Zhai. Overlapping Community Detection for Multimedia Social Networks. IEEE Transactions on Multimedia 19(8): 1881-1893, 2017 (SCI 一区) [10] Kyriakos Mouratidis, Jilian Zhang, HweeHwa Pang. Maximum Rank Query. Proc. In Proceedings of VLDB 8(12): 1554-1565, 2015 (CCF A) [9] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Direct neighbor search. Information Systems. 44: 73-92, 2014 (CCF B) [8] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Global immutable region computation. ACM SIGMOD Conference 1151-1162, 2014 (CCF A) [7] HweeHwa Pang, Jilian Zhang, Kyriakos Mouratidis. Enhancing Access Privacy of Range Retrievals over (B+)-Trees. IEEE Transactions on Knowledge and Data Engineering (TKDE) 25(7): 1533-1547. 2013 (CCF A) [6] Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang. Heuristic Algorithms for Balanced Multi-Way Number Partitioning. IJCAI 693-698, 2011 (CCF A) [5] HweeHwa Pang, Jilian Zhang, Kyriakos Mouratidis. Scalable Verification for Outsourced Dynamic Databases. In Proceedings of VLDB 2(1): 802-813, 2009 (CCF A) [4] Shichao Zhang, Jilian Zhang, Chengqi Zhang. EDUA: An efficient algorithm for dynamic database mining. Information Sciences. 177(13): 2756-2767, 2007 (CCF B) [3] Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang. Measuring the Uncertainty of Differences for Contrasting Groups. AAAI 2007: 1920-1921 (CCF A) [2] Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang. Cost-Sensitive Imputing Missing Values with Ordering. AAAI 2007: 1922-1923 (CCF A) [1] Shichao Zhang, Jilian Zhang, Xiaofeng Zhu, Zifang Huang. Identifying Follow-Correlation Itemset-Pairs. IEEE ICDM 2006: 765-774 (CCF B) 承担课题 主持国家自然科学基金项目2项(其中已结题完成1项),主持国家自然科学基金国际联合重点项目课题1项,主持完成国家重点研发计划子课题1项。 发明专利 已申请发明专利8项,获软件著作权3项。 讲授课程 操作系统原理,数字取证技术,高级数据库专题,信息检索 荣誉奖励 省级青年人才 社会职务 主要学术兼职: (1)国家自然科学基金项目评审员; (2)广东省自然科学基金评审员; (3)广西自然科学基金重大项目评审员; (4)河北省自然科学基金评审员; (5)SCI期刊Pattern Recognition Letters和World Wide Web Journal客座编辑; (6)CCF A类会议IJCAI Novel Program Committee Board (PCB) Member(2022-2024); (7)CCF A类会议IJCAI 2018、2019、2020、2021程序委员会委员(PC member); (8)CCF A类会议AAAI 2020、2021、2022、2023程序委员会委员(PC member); (9)CCF B类会议ACM CIKM 2017、2018、2020、2021、2022、2023程序委员会委员(PC member); (A)CCF B类会议DASFAA 2020、2021、2022、2023程序委员会委员(PC member); (B)CCF C类会议WISE 2019、2020程序委员会委员(PC member); (C)Student Research Competition (SRC)@ACM SIGSPATIAL 2018,2019程序委员会委员(PC member); (D)担任VLDB Journal、 IEEE TKDE、 IEEE Transactions on Computers、IEEE Transactions on Cybernetics、 IEEE Transactions on Service Computing、IEEE Transactions on Multimedia、IEEE Transactions on Big Data、IEEE Transactions on Network Science and Engineering、Information Sciences、Knowledge and Information Systems、Multimedia Systems、IEICE Transactions、Neurocomputing、 Neuroinformatics、ACM SIGMOD、VLDB、IJCAI、 ICDE、ACM KDD、IEEE ICDM、DASFAA、ACM GIS、ACM SIGSPATIAL、MDM、SSTD、计算机学报等期刊和会议审稿人。 |