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个人简介

辽宁省大数据管理与分析重点实验室副主任。中国中文信息学会语言与知识计算专委会委员,中国计算机学会会员,ACM会员。 在重要的国际会议和国内外期刊上发表相关论文60余篇(包括TKDE,WWWJ,Information Systems,NCA,JCST,FCS,计算机学报,软件学报,计算机研究与发展,WWW,SIGIR,ICDE,CIKM,COMPSAC,ISWC,ESWC,PAKDD,DASFAA,WISE,WAIM,APWeb);编辑书籍1部(Semantic Web,ISBN:978-953-7619-54-1)。申请发明专利18项,已授权9项。获得软件著作权4项。牵头起草“信息技术众包服务平台功能通用要求”等多个国家标准、团体标准和行业标准。曾任SCI2区期刊Frontiers of Computer Science青年副主编(入选FCS青年AE计划),以及多个国际国内期刊和会议的审稿人。 主持完成国家重点研发计划课题1项;主持并完成国家自然科学基金3项;主持并完成计算机软件新技术国家重点实验室(南京大学)开放课题1项、江苏省自然科学基金1项;北京市“现代信息科学与网络技术”重点实验室开放课题1项、中央高校基本科研业务费专项基金3项。作为骨干成员参与并完成国家自然科学基金重点项目1项;作为骨干成员参与并完成国家重点研发计划课题1项。 2次获评NDBC最佳论文。指导本科生曾获2010年“江苏省普通高校本专科优秀毕业设计(论文)二等奖”;。指导本科生获得数模美赛M奖,数模国赛全国二等奖,数模国赛省奖多次;国家级大学生创新创业训练计划(大创)优秀结题。 荣获2022年中国商业联合会全国服务业科技创新奖一等奖(排名第10/13),2022年中国电子学会科学技术奖科技进步一等奖(排名11/11)。

研究领域

新型数据库(向量数据库、内存数据库、图数据管理)、知识图谱(语义Web)、分布式、并行数据管理、FPGA加速(深度神经网络、数据库)

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

刘贺贺, 贺延俏,邓诗卓,吴刚*,王波涛. 基于MatrixProfile的时间序列分割技术改进 [J]. 软件学报. 2023-11-01, 34(11):5267−5281 Zhihan Wang, Gang Wu*,Haotong Wang. Dual-Granularity Contrastive Learning for Session-Based Recommendation [C]. ADMA 2023. 2023-08-21:740-754 Baiyou Qiao*, Zhongqiang Wu,Zhong Tang,Gang Wu. Sea Surface Temperature Prediction Approach Based on 3D CNN and LSTM with Attention Mechanism [C]. ICACT 2021. 2021-02-07:342-347 Yongzheng Chen, Gang Wu*. A Flexible Toolflow for Mapping CNN Models to High Performance FPGA-based Accelerators [C]. FPGA 2023. 2023-02-12:232 Hangxu Ji, Su Jiang,Yuhai Zhao*,Gang Wu,Guoren Wang,George Y. Yuan. BS-Join: A novel and efficient mixed batch-stream join method for spatiotemporal data management in Flink [J]. Future Generation Computer Systems. 2022-11-15, 141(4):67-80 Baiyu Yang, Donghong Han*,Rui Zhou,Di Gao,Gang Wu. Aspect opinion routing network with interactive attention for aspect-based sentiment classification [J]. Information Sciences. 2022-10-10, 616:52-65 Hangxu Ji, Gang Wu*,Yuhai Zhao,Shiye Wang,Guoren Wang,George Y. Yuan. joinTree: A Novel Join-oriented Multivariate Operator for Spatio-temporal Data Management in Flink [J]. GeoInformatica. 2022-08-04, 27(1):107-132 Hangxu Ji, Gang Wu*,Yuhai Zhao,Liuguo Wei,Guoren Wang,Yuchen Fan. A Fault-tolerant Optimization Mechanism for Spatiotemporal Data Analysis in Flink [J]. World Wide Web Journal. 2022-04-04:Online Gang Wu*, Yidong Song,Guodong Zhao,Wei Sun,Donghong Han,Baiyou Qiao,Guoren Wang,Ye Yuan. Cracking In-Memory Database Index: A Case Study for Adaptive Radix Tree Index [J]. Information Systems. 2022-02-01, 104(2):101913 Gang Wu*, Jinglei Yang,Hao Yang. Real-time low-power binocular stereo vision based on FPGA [J]. Journal of Real-Time Image Processing. 2022-02-01, 19(1):29-39 Gang Wu*, Leilei Li,Xueyu Li,Yongzheng Chen,Zhiyong Chen,Baiyou Qiao,Donghong Han,Li Xia. Graph embedding based real-time social event matching for EBSNs recommendation [J]. World Wide Web Journal. 2022-01-01, 25:335–356 Huichao Men, Botao Wang*,Gang Wu. MiTAR: a study on human activity recognition based on NLP with microscopic perspective [J]. Frontiers of Computer Science. 2021-06-29, 15(5):90-107 季航旭, 姜苏,赵宇海*,吴刚,王国仁. 分布式环境中的多作业执行调度策略与优化 [J]. 计算机工程与科学. 2021-06-15, 43(6):951-961 Hangxu Ji, Gang Wu*,Yuhai Zhao,Ye Yuan,Guoren Wang. Multi-job Merging Framework and Scheduling Optimization for Apache Flink [C]. DASFAA 2021. 2021-04-06:20-36 Liang Li, Guoren Wang*,Gang Wu,Ye Yuan,Lei Chen,Xiang Lian. A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems [J]. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2021-02-01, 33(2):316-330 Gang Wu*, Zhiyong Chen,Jia Liu,Donghong Han,Baiyou Qiao. Task Assignment for Social-oriented Crowdsourcing [J]. Frontiers of Computer Science. 2021-02-01, 15(2):152316 Hangxu Ji, Gang Wu*,Guoren Wang. Accelerating ELM training over data streams [J]. International Journal of Machine Learning and Cybernetics. 2021-01-01, 12(1):87-102 Gang Wu*, Wenfang Wu,Leilei Li,Guodong Zhao,Donghong Han,Baiyou Qiao. BCRL: Long Text Friendly Knowledge Graph Representation Learning. ISWC [C]. ISWC 2020. 2020-11-01:636-653 Gang Wu*, Xueyu Li,Kaiqian Cui,Zhiyong Chen,Baiyou Qiao,Donghong Han,Li Xia. A Graph Embedding Based Real-Time Social Event Matching Model for EBSNs Recommendation [C]. WISE 2020. 2020-10-18:41-55 Guodong Zhao, Gang Wu*,Yidong Song,Baiyou Qiao,Donghong Han. Index-Based Scheduling for Parallel State Machine Replication [C]. APWeb/WAIM (2020).. 2020-10-16:808-823 Liang Li, Guoren Wang*,Gang Wu,Qi Zhang. An experimental evaluation of extreme learning machines on several hardware devices [J]. Neural Computing and Applications. 2020-09-01, 32(18):14385-14397 李梁, 吴刚,王国仁*. 面向数据特征的内存跳表优化技术 [J]. 软件学报. 2020-01-10, 31(3):663-679 Baiyou Qiao*, Bing Hu,Junhai Zhu,Gang Wu,Christophe G. Giraud-Carrier,Guoren Wang. A top-k spatial join querying processing algorithm based on spark [J]. Information Systems. 2019-07-22, 87 吴刚, 阿卜杜热西提·热合曼*,李梁,乔百友,韩东红. NUMA架构下数据热度的内存数据库日志恢复技术 [J]. 计算机科学与探索. 2019-06-01, 13(06):941-949 Liang Li, Gang Wu,Guoren Wang*,Ye Yuan. Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot [C]. Proceedings of the 24th Database Systems for Advanced Applications (DASFAA 2019). 2019-04-24:52-69 Hongwei Liu, Yongjiao Sun*,Gang Wu,Guoren Wang. Privacy-Protected Route-based Spatial-Textual Location Search in Road Networks [J]. IEEE Access. 2019-03-18, 7(1):82349-82357 Gang Wu*, Wenfang Wu,Hangxu Ji,Xianxian Hou,Li Xia. Enhanced Entity Mention Recognition and Disambiguation Technologies for Chinese Knowledge Base Q&A [C]. The 9th Joint International Semantic Technology Conference (JIST 2019). 2019-02-14:99-115 吴刚, 闫智宣*,邱煜晶,卢海强,李洋. 分布式本体调试信息的存储优化与增量更新 [J]. 郑州大学学报(理学版). 2018-11-13, 50(4):1-7 Gang Wu*, Zhaohe Wang,Jialin Li,Zhihui Yu,Baiyou Qiao. Contour-based Historical Building Image Matching [C]. 2nd International Symposium on Image Computing and Digital Medicine (ISICDM 2018). 2018-10-13:32-36 Xianxian Hou, Shaohan Zhu,Li Xia,Gang Wu. Stock price prediction based on Grey Relational Analysis and support vector regression [C]. Proceedings of the 30th Chinese Control and Decision Conference (CCDC 2018). 2018-06-09:2509-2513

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