陈刚
教授
个人简介
陈刚,博士,教授,浙江大学计算机学院院长,浙江大学软件所所长,入选2017年度教育部“长江学者奖励计划”特聘教授,入选第三批国家“计划”科技创新领军人才,2012年获得中创软件人才奖,入选2007度教育部新世纪人才支持计划。在数据库及大数据研究领域,围绕批流混合时态大数据实时处理技术、云数据库管理技术、互联网大数据处理技术等方向展开研究工作,取得了多项重要的创新成果,近五年来在CCF A类国际期刊和学术会议上发表论文40余篇,研究工作获得CCF A类国际会议VLDB 2014、VLDB 2019最佳论文奖。作为第一完成人获得中国电子学会科技进步特等奖(2019)、教育部科技进步一等奖(2016)、浙江省科学技术一等奖(2011、2020)共4项,作为学术骨干获得国家科技进步二等奖2项。 奖励荣誉 互联网内容风控技术、平台研发及产业化,浙江省科学技术进步一等奖,2020年度,排名第一。 流式大数据实时智能处理技术及平台应用,中国电子学会科学技术进步特等奖,2019年度,排名第一。 海量混合时态数据融合处理关键技术及应用,教育部高等学校科研成果一等奖,2016年度,排名第一。 互联网海量数据存储、管理与搜索平台研制及产业化应用,浙江省科学技术一等奖,2011年度,排名第一。 跨行业的嵌入式系统软件平台SMART及其应用,国家科技进步二等奖,2011年度,排名第四。 计算机辅助产品创新设计的技术与系统,国家科技进步二等奖,2004年度,排名第九。 Fine-Grained, Secure and Efficient Data Provenance for Blockchain,CCF A类国际学术会议VLDB最佳论文奖,2019年度,排名第二。 epiC an Extensible and Scalable System for Processing Big Data,CCF A类国际学术会议VLDB最佳论文奖,2014年度,排名第二。 第十二届浙江省青年科技奖,2013年度。 图像自适应数码精准印花系统,中国纺织工业联合会科技进步一等奖,2013年度,排名第六。 中创软件人才奖,2012年度。 计算机类研究生卓越人才培养体系建设与实践,浙江省教学成果一等奖,2014年度,排名第三。
研究领域
计算机应用技术 大数据智能计算
近期论文
(1) Gang Chen; Jingwen Zhao; Yunjun Gao; Lei Chen; Rui Chen, Time-Aware Boolean Spatial Keyword Queries, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.8.22, 29(1): 2601~2614 (期刊论文) (2) Chen Gang; Yang Keyu; Chen Lu; Gao Yunjun; Zheng Baihua; Chen Chun, Metric Similarity Joins Using MapReduce IEEE Transactions on Knowledge and Data Engineering, 2017.03.01, 29(3): 656~669 (期刊论文) (3) Chen, Gang ; Jagadish, H. V.; Jiang, Dawei; Maier, David; Ooi, BengChin; Tan, Kian-Lee; Tan, Wang-Chiew, Federation in Cloud Data Management: Challenges and Opportunities, IEEE Transactions on Knowledge and Data Engineering, 2014.7, 26(7): 1670~1678 (期刊论文) (4) Chen, Gang; Hu, Tianlei; Jiang, Dawei; Lu, Peng; Tan, Kian-Lee; Vo, Hoang Tam; Wu, Sai, BestPeer plus plus : A Peer-to-Peer Based Large-Scale DataProcessing Platform (ICDE 2012最佳论文奖提名的扩展版本), IEEE Transactions on Knowledge and Data Engineering, 2014.6, 26(6): 1316~1331 (期刊论文) (5) Jiang D. ; Chen G.; Ooi B.C.; Tan K.-L.; Wu S., EpiC: An extensibleand scalable system for processing big data (获VLDB2014最佳论文奖), 40th International Conference on Very Large Databases (VLDB 2014), 2014.9.1 - 2014.9.5(会议论文) (6) Gang Chen; Sai wu; Yuan Wang, The Evolvement of Big Data Systems: From the Perspective of an Information Security Application, Big Data Research, 2015, 2(2): 65~73 (期刊论文) (7) Chen, Gang; Wu, Sai; Zhou, Jingbo; Tung, Anthony K. H., Automatic Itinerary Planning for Traveling Services, IEEE Transactions on Knowledge and Data Engineering, 2014.3, 26(3): 514~527 (期刊论文) (8) Wei Wang; Gang Chen; Anh Tien Tuan Dinh; Jinyang Gao; Beng Chin Ooi; Kian-Lee Tan; Sheng Wang, SINGA: Putting Deep Learning in the Hands of Multimedia Users(ACM MM 2015最佳论文奖提名), ACM Multimedia 2015, Brisbane, Australia, 2015.10.26 - 2015.10.30(会议论文) (9) Yunjun Gao; Xiaoye Miao; Gang Chen ; Baihua Zheng; Deng Cai; HuiyongCui, On Efficiently Finding Reverse k Nearest Neighbors over Uncertain Graphs, The VLDB Journal (VLDBJ), 2017.8, 26(4): 467~492 (期刊论文) (10) Peng Lu(博士生); Gang Chen; Beng Chin Ooi; Sai Wu, ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems, PVLDB, 2014.7, 7(14) : 1797~1808(期刊论文) (11) Wang Wei ; Chen Gang; Chen Haibo; Tien Tuan Anh Dinh; Gao Jinyang; Ooi Beng Chin; Tan Kian-Lee; Wang Sheng; Zhang Meihui Deep Learning at Scale and at Ease, ACM Transactions on Multimedia Computing Communications and Applications, 2016.11.01, 12(4)(期刊论文) (12) Kuang Mao(博士生); Gang Chen; Yuxing Hu; Luming Zhang, Music recommendation using graph based quality model, Signal Processing, 2016, 120: 806~813(期刊论文) (13) Sai Wu ; Gang Chen; Xianke Zhou; Zhenjie Zhang; Anthony K. H. Tung; Marianne Winslett, PABIRS: A data access middleware for distributed file systems, 2015 31st IEEE International Conference on Data Engineering, ICDE 2015, 2015.4.13 - 2015.4.17(会议论文) (14) Dawei Jiang ; Sai Wu; Gang Chen; Beng Chin Ooi; Kian-Lee Tan; Jun Xu, epiC: an Extensible and Scalable System for Processing Big Data(VLDB 2014最佳论文的扩展版本), VLDB Journal, 2015.7.23, 25(1): 3~26(期刊论文) (15) Yunjun Gao; Qing Liu; Gang Chen; Baihua Zheng; Linlin Zhou, Answering Why-not Questions on Reverse Top-k Queries, The 41st International Conference, on Very Large Data Basese (VLDB), Kohala Coast, Hawaii, 2015.8.31 - 2015.9.4(会议论文) (16) Lu Chen (博士生); Yunjun Gao; Gang Chen; Haida Zhang, Metric All-k-Nearest-Neighbor Search, IEEE Transactions on Knowledge and Data Engineering, 2016, 28(1): 98~112 (期刊论文) (17) Zhao Jingwei; Gao Yunjun; Chen Gang ; Christian S. Jensen; Chen Rui; Cai Deng, Reverse Top-k Geo-Social Keyword Queries in Road Networks, 2017 IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, California, 2017.4.19 - 2017.4.22(会议论文) (18) Liu Qing ; Gao Yunjun; Chen Gang; Zheng Baihua; Zhou Linlin, Answerin g why-not and why questions on reverse top-k queries, VLDB JOURNAL, 2016.12.01, 25(6): 867~892(期刊论文) (19) Zhou Xianke(博士生); Wu Sai; Chen Gang; Shou Lidan, kNN processing with co-space distance in SoLoMo systems, Expert Systems with Applications, 2 014.11.15, 41(16): 6967~6982 (期刊论文) (20) Ma Chunyang(博士生); Zhou Yongluan; Shou Lidan; Chen Gang, PROM: Efficient matching query processing on high-dimensional data, Information Sciences, 2015, 322: 1~19 (期刊论文) (21) Yunjun Gao; Xu Qin; Baihua Zheng; Gang Chen, Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks, IEEE Transactions on Knowledge and Data Engineering, 2015, 27(5): 1205~1218 (期刊论文) (22) Shou Lidan ; Wang Zhenhua; Chen Ke; Chen Gang, Sumblr: Continuous summarization of evolving tweet streams, 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2013, Du blin, Ireland, 2013.7.28 - 2013.8.1(会议论文) (23) Wang Zhenhua(博士生); Shou Lidan; Chen Ke; Chen Gang; Sharad Mehrotra, On Summarization and Timeline Generation for Evolutionary Tweet Streams, IEEE Transactions on Knowledge and Data Engineering, 2015, 27(5) : 1301~1315(期刊论文) (24) Peng Pai(博士生); Chen Hongxiang; Shou Lidan; Chen Ke; Chen Gang; Xu Chang, DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets, the 24th ACM International on Conference on Information and Knowledge Management (CIKM 2015), 2015.10.19 - 2015.10.23(会议论文) (25) Li Huan(博士生); Peng Pai; Lu Hua; Shou Lidan; Chen Ke; Chen Gang, E2C2: efficient and effective camera calibration in indoor environments, UbiComp /ISWC'15 Adjunct, 2015.9.7 - 2015.9.11(会议论文) (26) Gu Xiaoling(博士生); Peng Pai; Li Mengwen; Wu Sai; Shou Lidan; Chen Gang, Cross-Scenario Eyeglasses Retrieval via EGYPT Model, 2015 5th ACM International Conference on Multimedia Retrieval, ICMR 2015, 2015.6.23 - 2015.6. 26(会议论文) (27) Lu Chen(博士生); Yunjun Gao; Xinhan Li; Christian S. Jensen; Gang Chen, Efficient metric indexing for similarity search(ICDE 2015最佳论文提名), 2015 IEEE 31st International Conference on Data Engineering(ICDE 2015), Seou l, Korea (South), 2015.4.13 - 2015.4.17(会议论文) (28) Mao Kuang 博士生; Shou Lidan; Fan Ju; Chen Gang, Competence-Based Song Recommendation: Matching Songs to One's Singing Skill, IEEE Transactions on Multimedia, 2015.3, 17(3): 396~408 (期刊论文) (29) Ma Chunyang(博士生) ; Lu Hua; Shou Lidan; Chen Gang, KSQ: Top-k Similarity Query on Uncertain Trajectories, IEEE Transactions on Knowledge and Data Engineering, 2013.9, 25(9): 2049~2062 (期刊论文) (30) Gao Yunjun ; Miao Xiaoye; Cui Huiyong; Chen Gang; Li Qing, Processing k-skyband, constrained skyline, and group-by skyline queries on incomplete data, Expert Systems with Applications, 2014.8, 41(10): 4959~4974 (期刊论文) (31) Shou Lidan ; Bai He; Chen Ke; Chen Gang, Supporting Privacy Protection in Personalized Web Search, IEEE Transactions on Knowledge and Data Engineering, 2014.2, 26(2): 453~467 (期刊论文) (32) Zhou Xianke(博士生); Wu Sai ; Chen Chun; Chen Gang; Ying Shanshan, Real-time recommendation for microblogs, Information Sciences, 2014.9.20, 279 : 301~325(期刊论文) (33) 骆歆远(博士生); 陈刚; 伍赛, 基于GPU加速的超精简型编码数据库系统,计算机研究与发展, 2015.2, 52(2): 362~376(期刊论文) (34) 蔡华林(博士生); 陈刚; 陈珂, 多类别复合资源的空间匹配, 浙江大学学报(工学版), 2015.1.15, (01): 69~78(期刊论文) (35) Yunjun Gao ; Qing Liu; Baihua Zheng; Li Mou; Gang Chen; Qing Li, On processing reverse k-skyband and ranked reverse skyline queries, Information Sciences, 2015.2.1, 293: 11~34 (期刊论文) (36) Yunjun Gao ; Qing Liu; Baihua Zheng; Gang Chen, On efficient reverse skyline query processing, Expert Systems with Applications, 2014, 41(7) : 3237~3249(期刊论文) (37) Shou, Lidan ; Shang, Xuan; Chen, Ke; Chen, Gang; Zhang, Chao, Supporting Pattern-Preserving Anonymization for Time-Series Data, IEEE Transactions on Knowledge and Data Engineering, 2013.4, 25(4) : 877~892 (期刊论文) (38) Chen, Nan(博士生) ; Shou, Li-Dan; Chen, Gang; Chen, Ke; Hu, Tian-Lei, Self-tuning indexing of moving objects for dynamic environment, Journal of Zhejiang University(Engineering Science), 2013, 47(3): 442~448(期刊论文) (39) Xiaoye Miao (博士生); Yunjun Gao; Baihua Zheng; Gang Chen; Huiyong Cui , Top-k Dominating Queries on Incomplete Data, IEEE Transactions on Knowledge and Data Engineering, 2016.01.01, 28(1): 252~266 (期刊论文) (40) Yunjun Gao; Qing Liu; Lu Chen; Gang Chen; Qing Li, Efficient Algorithms for Finding the MostDesirable Skyline Objects, Knowledge-Based Systems, 2015, 89: 250~264 (期刊论文) (41) Lu Chen (博士生); Yunjun Gao; Zhihao Xing; Christian S. Jensen; Gang Chen, I2RS: A Distributed Geo-Textual Image Retrievaland Recommendation System, The 41st International Conference on Very Large Data Basese (VLDB), Kohala Coast, Hawaii, 2015.8.31 - 2015.9.4(会议论文) (42) Lu Chen (博士生); Yunjun Gao; Christian S. Jensen; Baihua Zheng; Gang Chen, Indexing Metric Uncertain Data for Range Queries, 2015 ACM SIGMOD , International Conference on Management of Data (SIGMOD2015) Melbourne, Victoria, 2015.5.31 - 2015.6.4(会议论文) (43) Zhenhua Wang (博士生); Ping He; Lidan Shou; Ke Chen; Sai Wu; Gang Chen , Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks, The 37th European Conference on IR Research (ECIR 2015), Vienna, 2015.3.29 - 2015.4.2(会议论文) (44) Miao Xiaoye(博士生) ; Gao Yunjun; Chen Gang; Zheng Baihua; Cui , Huiyong Processing Incomplete k Nearest Neighbor Search, IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016.12.01, 24(6): 1349~1363 (期刊论文) (45) Gao Yunjun,Zhao Jingwen,Zheng Baihua, Chen Gang, Efficient Collective Spatial Keyword Query Processing on Road Networks, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016.02.01, 17(2): 469~480 (期刊论文) (46) Miao Xiaoye,Gao Yunjun,Chen Gang,Zhang Tianyi, K-dominant Skyline Queries On Incomplete Data, INFORMATION SCIENCES, 2016.11.01, 367: 990~1011(期刊论文) (47) Wu Sai,Ren Weichao,Yu Chengchao,Chen Gang,Zhang Dongxiang,Zhu ,Jingbo Personal recommendation using deep recurrent neural networks in NetEase, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, 2016.05.16 - 2016.05.20(会议论文) (48) Peng Pai(博士生),Shou Lidan,Chen Ke,Chen Gang,Wu Sai, KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016.0 4.01, 28(4): 994~1006 (期刊论文) (49) Gao Yunjun,Liu Qing,Chen Gang,Zhou Linlin,Zheng Baihua, Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016.11.01, 2 8(11): 2974~2987(期刊论文) (50) Chen Lu,Gao Yunjun,Wang Kai,Jensen Christian S,Chen Gang, Answering why-not questions on metric probabilistic range queries, 2016 IEEE 32nd , International Conference on Data Engineering, ICDE 2016 Helsinki, Finland, 2016.05.16 - 2016.5.20(会议论文) (51) Jingwen Zhao; Yunjun Gao; Gang Chen ; Rui Chen, Towards Efficient Framework for Time-aware Spatial Keyword Queries on Road Networks, ACM Transactions on Information Systems (TOIS), 2018.2, 36(3)(期刊论文) (52) Lu, Wei ; Chen, Gang; Tung, Anthony K. H.; Zhao, Feng, Efficiently extracting frequent subgraphs using MapReduce, 2013 IEEE International Conference on Big Data, Big Data 2013 Santa Clara, CA, United states, 2013.10. 6 - 2013.10.9(会议论文) (53) Shou, Lidan ; Mao, Kuang; Luo, Xinyuan; Chen, Ke; Chen, Gang; Hu,Tianlei, Competence-based song recommendation, 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2013, D ublin, Ireland, 2013.7.28 - 2013.8.1(会议论文) (54) Zhou, Xianke(博士生) ; Chang, Pengfei; Chen, Gang, An efficient graph processing system , 16th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2014 Changsha, China , , 2014.9.5 - 2014.9.7(会议论文) (55) Li, Feng ; Ozsu, M. Tamer; Chen, Gang; Ooi, Beng Chin, R-Store: A scalable distributed system for supporting real-time analytics, 30th IEEE International Conference on Data Engineering, ICDE 2014 Chicago, IL, United states, 2014.3.31 - 2014.4.4(会议论文) (56) Mao, Kuang(博士生); Fan, Ju; Shou, Lidan; Chen, Gang; Kankanhalli, Mohan, Song recommendation for social singing community, 2014 ACM Conference, on Multimedia, MM 2014 Orlando, FL, United states, 2014.11.3 - 2014.11.7 (会议论文) (57) Peng, Pai(博士生) ; Shou, Lidan; Chen, Ke; Chen, Gang; Wu, Sai, The Knowing Camera 2: Recognizing and annotating places-of-interest in smartphone photos, 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2014, Gold Coast, QLD, Australia, 2014.7.6 - 2014.7.11(会议论文) (58) Yongluan Zhou; Chunyang Ma; Qingsong Guo; Lidan Shou; Gang Chen, Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty, EDBT, 2014.3.24 - 2014.3.28(会议论文) (59) Lu Chen; Yunjun Gao ; Xinhan Li; Christian S. Jensen; Gang Chen, Effi cient Metric Indexing for Similarity Search and Similarity Joins, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.3.1, 29(3): 556~571(期刊论文) (60)Lu Chen(博士生); Yunjun Gao ; Aoxiao Zhong; Christian S. Jensen; Gang Chen; Baihua Zheng, Indexing Metric Uncertain Data for Range Queries and Range Joins, The VLDB Journal (VLDBJ), 2017.8, 26(4): 585~610 (期刊论文 )