个人介绍:
秦建斌教授,国家青年特聘专家、深圳计算科学研究院研究科学家,深圳市“孔雀计划”海外高层次人才(B类)。近年在包括VLDBJ、TKDE、SIGMOD、KDD、SIGIR、AAAI等高水平论文30余篇,其中CCF-A类会议/期刊文章20余篇。作为项目/课题负责人承担了包括1项国家重点研发计划项目、1项广东省基础研究重点项目、1项广东省基础研究与应用基础研究项目、1项深圳市稳定支持计划项目和多项校企合作项目。担任TKDE、 VLDBJ、TODS等期刊的同行评议专家。曾获得ACM SIGMOD 2011 最佳论文提名并被邀稿ACM TODS,获得IEEE ICDE 2018 最佳论文提名并被邀稿IEEE TKDE,CISRO最佳论文奖,DASFAA最佳学生论文,提出了通用的鸽巢原理模型(GPH)和鸽圈原理(Pigeonring)等基础理论用于高性能的相似度查询系统。
主持项目:
●国家自然科学基金重点研发计划“工业软件”重点专项,“面向工业互联网的异构系统大数据湖技术(项目编号:2021YFB3301502)”,2021年-2024年,主持;
●广东省基础与应用基础研究基金项目,“大数据下多模态数据的记录连接理论和技术研究(项目编号:2019A1515111047),2020年-2022年,主持;
●广东省基础研究重点项目,“结构化数据质量评估(项目编号:2019ZT08X603)”,2020年-2025年,主持。
学术论文:
●Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang, Yaoshu Wang: High-Dimensional Similarity Query Processing for Data Science.ConferenceKDD, 2021.
●Yaoshu Wang. Chuan Xiao,Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa: Consistent and Flexible Selectivity Estimation for High-Dimensional Data.Conference SIGMOD, 2021.
●Mingyang Chen, Junda Lu, Yi Wang,Jianbin Qin, Wei Wang: DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems.ConferenceSIGIR, 2021.
●Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang: Similarity Query Processing for High-Dimensional Data. Conference VLDB Tutorial, 2020
●Xiaoling Zhou, Yukai Miao, Wei Wang andJianbin Qin:A Recurrent Model for Collective Entity Linking with Adaptive Features. AAAI Conference on Artificial Intelligence(AAAI 2020),Feb 7-12, 2020, New York, USA
●Yaoshu Wang, Chuan Xiao,Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka:Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.ACM Conference on Management of Data(SIGMOD 2020), June 14-19, 2020, Portland Oregon, USA
●Jianbin Qin, Chuan Xiao, Sheng Hu, Jie Zhang, Wei Wang, Yoshiharu Ishikawa, Koji Tsuda, Kunihiko Sadakane:Efficient Query Autocompletion with Edit Distance-based Error Tolerance. VLDB Journal(VLDBJ)
●Sheng Hu, Chuan Xiao,Jianbin Qin, Yoshiharu Ishikawa, Qiang Ma:Autocompletion for Prefix-Abbreviated Input. ACM Conference on Management of Data(SIGMOD 2019), June 30 – July 5, 2019, Amsterdam, The Netherlands:211-228
●Jianbin Qin, Chuan Xiao,Yaoshu Wang, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa, and Guoren Wang: Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space. Journal TKDE, 2019
●Jianbin Qin, Chuan Xiao: Pigeonring: A Principle for Faster Thresholded Similarity Search. Conference PVLDB, 2018
●Jianbin Qin,Yaoshu Wang, Chuan Xiao, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa: GPH: Similarity Search in Hamming Space. Conference ICDE, 2018
●Yaoshu Wang,Jianbin Qin, Wei Wang: Efficient Approximate Entity Matching Using Jaro-Winkler Distance. Conference WISE, 2017
●Yukai Miao,Jianbin Qin, Wei Wang: Graph Summarization for Entity Relatedness Visualization. Conference SIGIR, 2017
●Wei Song,Jianbin Qin, Muhammad Aamir Cheema, Wei Wang: Pre-computed Region Guardian Sets Based Reverse kNN Queries. Journel DSE, 2017
●Xiaoling Zhou,Jianbin Qin, Chuan Xiao, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa: BEVA: An Efficient Query Processing Algorithm for Error-Tolerant Autocompletion. Journel TODS, 2016
●Pei Wang, Chuan Xiao,Jianbin Qin, Wei Wang, Xiaoyang Zhang, Yoshiharu Ishikawa. Local Similarity Search for Unstructured Text. Conference SIGMOD, 2016
●Wei Song,Jianbin Qin, Wei Wang, Muhammad Aamir Cheema: Pre-computed Region Guardian Sets Based Reverse kNN Queries. Conference DASFAA, 2016
讲授课程:
《数据库内核实现》、《数据库系统》
团队网站:
https://szudseg.cn/