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个人简介 张东祥，2012年新加坡国立大学博士毕业，现为浙江大学“百人计划”研究员，博士生导师，CCF数据库专业委员会委员。2016-2018年任电子科技大学特聘教授。在Nature子刊、TPAMI、TKDE、TPDS、SIGMOD、VLDB、ICDE、KDD、CVPR等国际期刊和会议发表论文70余篇，其中50余篇为CCF A类论文，2篇ESI高被引论文，Google Scholar引用4000余次，H指数35。以负责人身份主持国家重点研发计划课题、国家科学自然基金、阿里、华为等企业项目多项；多次担任重要数据库和数据挖掘会议的程序委员会委员，担任WWWJ期刊编委（Associate Editor）、APWeb-WAIM 2019的Publication Co-Chair，以及TKDE、TOIS、VLDB Journal和TIP等CCF A类期刊的审稿人员，获交通领域顶级期刊Transportation Research Part E（影响因子10.05）的Outstanding Reviewer称号。论文《Effective Multi-Modal Retrieval based on Stacked Auto-Encoders》获VLDB 2014最佳论文候选；论文《CANDS: Continuous Optimal Navigation via Distributed Stream Processing》获上海市数据库与数据挖掘2015年度候选优秀论文。2010年获新加坡国立大学计算机学院研究成果奖；2018年获ACM SIGMOD中国新星奖。2020年指导学生获CCF大数据与计算智能大赛一等奖。 指导学生 姓名入学时间发表论文实习经历备注肖子洋2023 博士生2020 硕士生VLDB Demo 2023 (CCF A)AAAI 2023 (CCF A)KAIS 2023 (CCF B)ICLR 2024 (CCF B)阿里巴巴(2022.03-2022.08)新加坡SUTD大学(2023.04-08)硕转博李泽鹏2022 博士生TKDE 2022 (CCF A)AAAI 2023 (CCF A)AAAI 2024 (CCF A)直博常志豪2021 博士生2019 硕士生VLDBJ 2022 (CCF A)TKDE 2021 (CCF A)AAAI 2024 (CCF A)阿里巴巴(2021.05-2022.03)硕转博董太行2021 博士生2022.09转入徐彦超2020 博士生Nature子刊（共同一作）SIGMOD 2024 （CCF A）直博温利龙2019 博士生WSDM 2023 (CCF B)普博蔡家超2023 硕士生成电保研冯泽旭2022 硕士生西交保研 研究与成果 期刊论文：Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Che and Gang ChenSQUID: Subtrajectory Query in Trillion-Scale GPS DatabaseVLDB Journal (VLDBJ) 2023  (CCF A)J. Huang, Y., Y. Xue, Y. Huang, X. Li, X. Chen, Y. Xu, D. Zhang, P. Zhang, J. Zhao and J. JiIdentification of potent antimicrobial peptides via a machine-learning pipeline that mines the entire space of peptide sequencesNature BME  2023  (Nature子刊)Xiaoziyang, Dongxiang Zhang*A deep reinforcement learning agent for geometry online tutoringKnowledge and Information System (KAIS) 2022  (CCF B)Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan,  Kian-Lee Tan and Gang ChenContinuous Trajectory Similarity Search for Online Outlier DetectionIEEE Transactions on Knowledge and Data and Engineering (TKDE) 2022  (CCF A)Dongxiang Zhang, Zepeng Li, Xiaoli Wang,  Kian-Lee Tan and Gang ChenTowards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution TasksIEEE Transactions on Knowledge and Data and Engineering (TKDE) 2021  (CCF A)Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yiming Zhang, and Baoyun PengOptimizing Resource Allocation for Data-parallel Jobs via GCN-based PredictionIEEE Transactions on Parallel and Distributed Systems (TPDS) 2021  (CCF A)Dongxiang Zhang, Dongsheng Li, Long Guo and Kian-Lee Tan Unsupervised Entity Resolution with Blocking and Graph AlgorithmsIEEE Transactions on Knowledge and Data and Engineering (TKDE) 2020  (CCF A) Yuan Wang, Linfei Lei, Dongxiang Zhang* and Loo Hay Lee.Effective neighborhood search strategies for integrated delivery optimization of E-commerce and static O2O parcelsTransportation Research Part B: Methodological (TRB) 2020 (IF=4.574) Dongxiang Zhang, Lei Wang, Luming Zhang, Bingtian Dai and Heng Tao Shen. The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem SolversIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019 (CCF A) Dongxiang Zhang, Rui Cao, Sai Wu.Information fusion in visual question answering: A Survey.Information Fusion 2019 (IF=10.716) [link]Yuan Wang, Dongxiang Zhang*, Liu Ying, Kian-Lee Tan Trajectory Forecasting with Neural Networks: An Empirical Evaluation and A New Hybrid ModelIEEE Transactions on Intelligent Transportaiton Systems (TITS) 2019  (IF=5.744) Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen Towards Automatic Construction of Diverse, High-quality Image Dataset.IEEE Transactions on Knowledge and Data and Engineering (TKDE) 2018  (CCF A) Yuan Wang, Dongxiang Zhang*, Ying Liu, Bo Dai and Loo Hay Lee.Enhancing transportation systems via deep learning: A surveyTransportation Research Part C: Emerging Technologies 2018 (IF=5.775, ESI Highly Cited Paper) [link]Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao and Heng Tao Shen. Augmented Keyword Search on Spatial Entity Databases.VLDB Journal (VLDBJ) 2018 (CCF A) [link]Long Guo, Dongxiang Zhang*, Yuan Wang, Huayu Wu, Bin Cui and Kian-Lee Tan.CO2: Inferring Personal Interests From Raw Footprints.ACM Transactions on Information Systems (TOIS) 2018 (CCF A) [link]Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao and Heng Tao Shen. Distributed Shortest Path Query Processing on Dynamic Road Networks.VLDB Journal (VLDBJ) 2017 (CCF A) [link]Qi Fan, Yuchen Li, Dongxiang Zhang and Kian-Lee Tan.Discovering Newsworthy Themes From Sequenced Data: A Step Towards Computational Journalism.IEEE Transactions on Knowledge and Data and Engineering (TKDE) 2017 (CCF A) [link]Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao and Yi Yang.Data-driven Answer Selection in Community QA Systems.IEEE Transactions on Knowledge and Data and Engineering (TKDE) 2017 (CCF A) [link]Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua and Heng Tao Shen.Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval.ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen.Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications.ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu and Heng Tao ShenTargeted Advertising in Public Transportation Systems with Quantitative EvaluationACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang and Tat-Seng Chua.Unifying Virtual and Physical Worlds: Learning towards Local and Global Consistency.ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]Long Guo, Dongxiang Zhang*, Gao Cong, Wei Wu and Kian-Lee Tan.Influence Maximization in Trajectory Databases.IEEE Transactions on Knowledge and Data and Engineering (TKDE) 2016 (CCF A) [link]Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du.Distribution-Aware Crowdsourced Entity Collection.IEEE Transactions on Data and Engineering (TKDE) 2016 (CCF A) [link]Yuan Wang, Dongxiang Zhang*, Lu Hu, Yang Yang, Loo Lay LeeA Data-Driven and Optimal Bus Scheduling Model with Time-Dependent Traffic and Demand.IEEE Transactions on Intelligent Transportation Systems (TITS) 2016 (IF=5.744, ESI Highly Cited Paper) [link]Yuan Wang, Dongxiang Zhang*, Qing Liu, Fumin Shen, Loo Lay LeeTowards enhancing the last-mile delivery: An effective crowd-tasking model with scalable solutionsTransportation Research Part E (TRE) 2016 (IF=4.253) [link]Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting ZhuangEffective Deep Learning Based Multi-Modal RetrievalVLDB Journal (VLDBJ) 2015 (Special issue of VLDB 2014 best papers) (CCF A) [link]Zhifeng Bao, Yong Zeng, Tok-Wang Ling, Dongxiang Zhang, Guolinag Li, H. V. JagadishA General Framework to Resolve the MisMatch Problem in XML Keyword SearchVLDB Journal (VLDBJ) 2015 (CCF A) [link]会议论文：Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, and Gang ChenCo-movement Pattern Mining from VideosVLDB 2024Jiani Yang, Sai Wu, Dongxiang Zhang, Jian Dai, Feifei Li, and Gang ChenRethink of a Learned Cost Model: Why Start from Scratch?SIGMOD 2024Yanchao Xu, Dongxiang Zhang*, Shuhao Zhang, Sai Wu, Zexu Feng, and Gang ChenPredictive and Near-Optimal Sampling for View Materialization in Video DatabasesSIGMOD 2024Zepeng Li, Dongxiang Zhang*, Sai Wu, Mingli Song, and Gang ChenSampling-resilient Multi-Object TrackingAAAI 2024Xiu Tang, Sai Wu, Dongxiang Zhang, Ziyue Wang, Gongsheng Yuan, and Gang ChenA Demonstration of DLBD: Database Logic Bug Detection SystemVLDB 2023 (Demo)Xiu Tang, Sai Wu, Dongxiang Zhang, Ziyue Wang, Gongsheng Yuan, and Gang ChenA Demonstration of DLBD: Database Logic Bug Detection SystemVLDB 2023 (Demo)Zepeng Li, Dongxiang Zhang*, Yanyan Shen, and Gang ChenHuman-in-the-Loop Vehicle ReIDAAAI 2023Dongxiang Zhang, Ziyang Xiao, Yuan Wang, Mingli Song, and Gang ChenNeural TSP Solver with Progressive DistillationAAAI 2023Lilong Wen, Yingrong Wang, Dongxiang Zhang*, and Gang ChenVisual Matching Is Enough for Scene Text RetrievalWSDM 2023Xiu Tang, Sai Wu, Dongxiang Zhang, Feifei Li, and Gang ChenDetecting Logic Bugs of Join Optimizations in DBMSSIGMOD 2023Runjin Chen, Yanyan Shen, and Dongxiang ZhangGNEM: A Generic One-to-Set Neural Entity Matching FrameworkWWW 2021Zhenyu Guo, Mingyu Xiao, Yi Zhou, Dongxiang Zhang, and Kian-Lee TanEnhancing Balanced Graph Edge Partition with Effective Local SearchAAAI 2021  Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee TanMulti-Context Attention for Entity MatchingWWW 2020  Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang ChenAUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational DatabasesSIGMOD 2020Zhiyao Hu, Dongsheng Li, Dongxiang Zhang and Yixin Chen ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep LearningINFOCOM 2020Lei Wang, Dongxiang Zhang*, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao ShenTemplate-Based Math Word Problem Solvers with Recursive Neural NetworksAAAI 2019Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao ShenPerceptual Pyramid Adversarial Networks for Text-to-Image SynthesisAAAI 2019Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen:Sequence-To-Sequence Domain Adaptation Network for Robust Text Image RecognitionCVPR 2019Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song:One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial NetworksIJCAI 2019Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong:A Collaborative Learning Framework to Tag Refinement for Points of InterestKDD 2019Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao ShenA Graph-Theoretic Fusion Framework for Unsupervised Entity ResolutionICDE 2018Ying Xu, Dongxiang Zhang*, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao ShenContinuous Proximity Detection via Predictive Safe Region ConstructionICDE 2018 J. Fan, J. Qiu, Y. Li, Q. Meng, D. Zhang, G. Li, K.-L. Tan and X. DuOCTOPUS: An Online Topic-Aware Influence Analysis System for Social NetworksICDE 2018 Lei Wang, Dongxiang Zhang*, Lianli Gao, Jingkuan Song, Long Guo and Heng Tao ShenMathDQN: Solving Arithmetic Word Problems via Deep Reinforcement LearningAAAI 2018Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang and Heng Tao ShenHierarchical LSTM with Adjusted Temporal Attention for Video CaptioningIJCAI 2018Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Jingkuan Song and Heng Tao ShenMatrix Tri-Factorization with Manifold Regularizations for Zero-shot LearningCVPR 2017 Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang and Heng Tao ShenEvent Early Embedding: Predicting Event Volume Dynamics at Early StageSIGIR 2017 Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, and Heng Tao ShenPreserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor SearchICDE 2017Long Guo, Dongxiang Zhang, Huayu Wu, Bin Cui and Kian-Lee TanFrom Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention AggregationICDE 2017 Yuchen Li, Ju Fan, Dongxiang Zhang and Kian-Lee TanDiscovering Your Selling Points: Personalized Social Influential Tag ExplorationSIGMOD 2017 Qi Fan, Dongxiang Zhang, Huayu Wu and Kian-Lee TanA General and Parallel Platform for Mining Co-Movement Patterns over Large-scale TrajectoriesVLDB 2017Yuchen Li, Dongxiang Zhang, Ziquan Lan, Kian-Lee TanContext-Aware Advertisement Recommendation for High-Speed Social News FeedingICDE 2016Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo ZhuPersonal Recommendation Using Deep Recurrent Neural Network in NetEaseICDE 2016 Long Guo, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Zhifeng BaoLocation-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event StreamsSIGMOD 2015Yuchen Li, Dongxiang Zhang, Kian-Lee TanReal-time Targeted Influence Maximization for Online AdvertisementsVLDB 2015Dingyu Yang, Dongxiang Zhang*, Kian-Lee Tan, Jian Cao, Frederic Le MouelCANDS: Continuous Optimal Navigation via Distributed Stream ProcessingVLDB 2015Long Guo, Lu Chen, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan and Zhifeng BaoElaps: An Efficient Location-Aware Pub/Sub System.ICDE 2015Lianli Gao, Jingkuan Song, Fuhao Zou, Dongxiang Zhang and Jie ShaoScalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity LearningACM MM 2015Jingkuan Song, Lianli Gao, Yan Yan, Dongxiang Zhang, Nicu SebeSupervised Hashing with Pseudo Labels for Scalable Multimedia RetrievalACM MM 2015Dongxiang Zhang, Chee-Yong Chan, Kian-Lee TanProcessing Spatial-keyword Query as a Top-k Aggregation QuerySIGIR 2014Dongxiang Zhang, Chee-Yong Chan, Kian-Lee TanAn Efficient Publish/Subscribe Index for ECommerce DatabasesVLDB 2014Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yueting ZhuangEffective MultiModal Retrieval based on Stacked Auto-EncodersVLDB 2014Dongxiang Zhang, Divyakant Agrawal, Gang Chen, Anthony K. H. TungHashFile : An Efficient Index Structure For Multimedia DataICDE 2011G. Chen, C. Liu, M. Lu, B. C. Ooi, S. Ying, A. K. H. Tung, D. Zhang and M. ZhangA Cross-Service Travel Engine for Trip Planning.SIGMOD 2011Chen Liu, Beng Chin Ooi, Anthony K. H. Tung and Dongxiang ZhangCrew: Cross-Modal Resource Searching by Exploiting WikipediaACM MM 2010Dongxiang Zhang, Beng Chin Ooi, Anthony K. H. TungLocating Mapped Resources in Web 2.0ICDE 2010Dongxiang Zhang, Yeow Meng Chee, Anirban Mondal, Anthony K. H. Tung, Masaru KitsuregawaKeyword Search in Spatial Databases: Towards Searching by DocumentsICDE 2009 教学与课程 夏学期  《数据挖掘导论》 大三学生秋学期  《大数据分析与应用》 大四学生