個人(rén)簡介
秦建斌,國(guó)家青年(nián)特聘專家,歸國(guó)前在愛丁堡大(dà)學數據庫做研究員(yuán),博士畢業于澳大(dà)利亞新南(nán)威爾士大(dà)學。本科(kē)畢業于東北大(dà)學,曾在百度搜索引擎研發部,微軟Bing搜索引擎研發部,Google知識圖譜部門(mén)從(cóng)事(shì)研發工(gōng)作(zuò)。主要研究方向是數據庫理(lǐ)論,數據庫系統,相(xiàng)似性查詢,信息檢索,數據治理(lǐ)等。曾獲得(de)ACM SIGMOD 2011 獲最佳論文提名并被邀稿ACM TODS,IEEE ICDE 2018 獲得(de)最佳論文提名并被邀稿IEEE TKDE,CISRO最佳論文獎,DASFAA最佳學生(shēng)論文,提出了通用的鴿巢原理(lǐ)模型(GPH)和鴿圈原理(lǐ)(Pigeonring)等基礎理(lǐ)論用于高性能的相(xiàng)似度查詢系統。
研究方向
l 相(xiàng)似性查詢處理(lǐ)
l 自(zì)動化查詢
l 數據庫系統。
l 數據庫+ AI
發表論文
· 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 and Jianbin 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
· Chen Chen, Jianbin Qin, Wei Wang: On Gapped Set Intersection Size Estimation. Conference CIKM, 2015
· Yifang Sun, Wei Wang, Jianbin Qin, Ying Zhang, Xuemin Lin: SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index. Conference PVLDB, 2014
· Chuan Xiao, Jianbin Qin, Wei Wang, Yoshiharu Ishikawa, Koji Tsuda, Kunihiko Sadakane: Efficient Error-tolerant Query Autocompletion. Conference PVLDB, 2013
· Jianbin Qin, Wei Wang, Chuan Xiao, Yifei Lu, Xuemin Lin, Haixun Wang: Asymmetric signature schemes for efficient exact edit similarity query processing. Journel TODS, 2013
· Xiaoyang Zhang, Jianbin Qin, Wei Wang, Yifang Sun, Jiaheng Lu: HmSearch: an efficient hamming distance query processing algorithm. Conference SSDBM, 2013
· Yifang Sun, Jianbin Qin, Wei Wang: Near Duplicate Text Detection Using Frequency-Biased Signatures. Conference WISE, 2013
· Jianbin Qin, Xiaoling Zhou, Wei Wang, Chuan Xiao: Trie-based similarity search and join. Conference EDBT/ICDT Workshops, 2013
· Jianbin Qin, Chuan Xiao, Wei Wang, Xuemin Lin: A Space-Efficient Indexing Algorithm for Boolean Query Processing. Conference WISE, 2012
· Wei Wang, Jianbin Qin, Chuan Xiao, Xuemin Lin, Heng Tao Shen: VChunkJoin: An Efficient Algorithm for Edit Similarity Joins. Journel TKDE, 2012
· Jianbin Qin, Wei Wang, Yifei Lu, Chuan Xiao, Xuemin Lin: Efficient exact edit similarity query processing with the asymmetric signature scheme: Conference SIGMOD, 2011
榮譽
2016年(nián)DASFAA最佳學生(shēng)論文獎
2012年(nián)新南(nán)威爾士大(dà)學教師(shī)早期職業研究資助獎
2012年(nián)CiSRA最佳研究論文獎
2008百度最佳員(yuán)工(gōng)獎
2005年(nián)ACM / ICPC亞洲地區獎(銅牌)
2004年(nián),中國(guó)東北大(dà)學,本科(kē)生(shēng)優秀獎
2003年(nián),東北大(dà)學,本科(kē)生(shēng)優秀獎