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秦建斌

特聘教授

阅读数: 发布日期:22-08-09 10:03

地址 深圳大学沧海校区致真楼707 电话 2690 1504
邮箱 qinjianbin@szu.edu.cn

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/

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