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张东祥 博士
百人计划研究员 | 博士生导师
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2020-03-04 | 3459
  • 土木科技馆5楼
    • · 大数据分析
    • · 智慧城市
    • · 智能教育

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。目前已发表70余篇高质量论文,其中40余篇为CCF A类论文,2篇ESI高被引论文,Google Scholar引用2000余次,H指数23。多次担任重要数据库和数据挖掘会议的程序委员会委员(包括ICDE 2012,2018和KDD 2019,2020),担任APWeb-WAIM 2019的Publication Co-Chair,并长期在TKDE、TOIS、VLDB Journal和TIP等CCF A类期刊任审稿人员,获交通领域顶级期刊Transportation Research Part E(影响因子4.253)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。

研究与成果

期刊论文:

  1. Dongxiang Zhang, Lei Wang, Luming Zhang, Bingtian Dai and Heng Tao Shen

    The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019 (CCF A) 

  2. Dongxiang Zhang, Rui Cao, Sai Wu.

    Information fusion in visual question answering: A Survey.

    Information Fusion 2019 (IF=10.716) [link]

  3. Yuan Wang, Dongxiang Zhang*, Liu Ying, Kian-Lee Tan 

    Trajectory Forecasting with Neural Networks: An Empirical Evaluation and A New Hybrid Model

    IEEE Transactions on Intelligent Transportaiton Systems (TITS) 2019  (IF=5.744) 

  4. 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 Data and Engineering (TKDE) 2018  (CCF A) 

  5. Yuan Wang, Dongxiang Zhang*, Ying Liu, Bo Dai and Loo Hay Lee.

    Enhancing transportation systems via deep learning: A survey

    Transportation Research Part C: Emerging Technologies 2018 (IF=5.775, ESI Highly Cited Paper) [link]

  6. 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]

  7. 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]

  8. 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]

  9. Qi Fan, Yuchen Li, Dongxiang Zhang and Kian-Lee Tan.

    Discovering Newsworthy Themes From Sequenced Data: A Step Towards Computational Journalism.

    IEEE Transactions on Data and Engineering (TKDE) 2017 (CCF A) [link]

  10. Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao and Yi Yang.

    Data-driven Answer Selection in Community QA Systems.

    IEEE Transactions on Data and Engineering (TKDE) 2017 (CCF A) [link]

  11. 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]

  12. 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]

  13. Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu and Heng Tao Shen

    Targeted Advertising in Public Transportation Systems with Quantitative Evaluation

    ACM Transactions on Information Systems (TOIS) 2017 (CCF A) [link]

  14. 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]

  15. Long Guo, Dongxiang Zhang*, Gao Cong, Wei Wu and Kian-Lee Tan.

    Influence Maximization in Trajectory Databases.

    IEEE Transactions on Data and Engineering (TKDE) 2016 (CCF A) [link]

  16. 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]

  17. Yuan Wang, Dongxiang Zhang*, Lu Hu, Yang Yang, Loo Lay Lee

    A 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]

  18. Yuan Wang, Dongxiang Zhang*, Qing Liu, Fumin Shen, Loo Lay Lee

    Towards enhancing the last-mile delivery: An effective crowd-tasking model with scalable solutions

    Transportation Research Part E (TRE) 2016 (IF=4.253) [link]

  19. Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting Zhuang

    Effective Deep Learning Based Multi-Modal Retrieval

    VLDB Journal (VLDBJ) 2015 (Special issue of VLDB 2014 best papers) (CCF A) [link]

  20. Zhifeng Bao, Yong Zeng, Tok-Wang Ling, Dongxiang Zhang, Guolinag Li, H. V. Jagadish

    A General Framework to Resolve the MisMatch Problem in XML Keyword Search

    VLDB Journal (VLDBJ) 2015 (CCF A) [link]


会议论文:

  1. Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan

    Multi-Context Attention for Entity Matching

    WWW 2020  

  2. Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen

    AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases

    SIGMOD 2020

  3. Lei Wang, Dongxiang Zhang*, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen

    Template-Based Math Word Problem Solvers with Recursive Neural Networks

    AAAI 2019

  4. Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen

    Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis

    AAAI 2019 

  5. Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen:

    Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition

    CVPR 2019 

  6. Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song:

    One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks

    IJCAI 2019 

  7. Jingbo 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 Interest

    KDD 2019

  8. Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen

    A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution

    ICDE 2018 

  9. Ying Xu, Dongxiang Zhang*, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen

    Continuous Proximity Detection via Predictive Safe Region Construction

    ICDE 2018 

  10. J. Fan, J. Qiu, Y. Li, Q. Meng, D. Zhang, G. Li, K.-L. Tan and X. Du

    OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks

    ICDE 2018 

  11. Lei Wang, Dongxiang Zhang*, Lianli Gao, Jingkuan Song, Long Guo and Heng Tao Shen

    MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning

    AAAI 2018

  12. Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang and Heng Tao Shen

    Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning

    IJCAI 2018 

  13. Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Jingkuan Song and Heng Tao Shen

    Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning

    CVPR 2017 

  14. Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang and Heng Tao Shen

    Event Early Embedding: Predicting Event Volume Dynamics at Early Stage

    SIGIR 2017 

  15. Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, and Heng Tao Shen

    Preserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor Search

    ICDE 2017

  16. Long Guo, Dongxiang Zhang, Huayu Wu, Bin Cui and Kian-Lee Tan

    From Raw Footprints to Personal Interests: Bridging the Semantic Gap via Trip Intention Aggregation

    ICDE 2017 

  17. Yuchen Li, Ju Fan, Dongxiang Zhang and Kian-Lee Tan

    Discovering Your Selling Points: Personalized Social Influential Tag Exploration

    SIGMOD 2017 

  18. Qi Fan, Dongxiang Zhang, Huayu Wu and Kian-Lee Tan

    A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories

    VLDB 2017

  19. Yuchen Li, Dongxiang Zhang, Ziquan Lan, Kian-Lee Tan

    Context-Aware Advertisement Recommendation for High-Speed Social News Feeding

    ICDE 2016

  20. Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu

    Personal Recommendation Using Deep Recurrent Neural Network in NetEase

    ICDE 2016 

  21. Long Guo, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Zhifeng Bao

    Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams

    SIGMOD 2015

  22. Yuchen Li, Dongxiang Zhang, Kian-Lee Tan

    Real-time Targeted Influence Maximization for Online Advertisements

    VLDB 2015

  23. Dingyu Yang, Dongxiang Zhang*, Kian-Lee Tan, Jian Cao, Frederic Le Mouel

    CANDS: Continuous Optimal Navigation via Distributed Stream Processing

    VLDB 2015

  24. Long Guo, Lu Chen, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan and Zhifeng Bao

    Elaps: An Efficient Location-Aware Pub/Sub System.

    ICDE 2015

  25. Lianli Gao, Jingkuan Song, Fuhao Zou, Dongxiang Zhang and Jie Shao

    Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning

    ACM MM 2015

  26. Jingkuan Song, Lianli Gao, Yan Yan, Dongxiang Zhang, Nicu Sebe

    Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval

    ACM MM 2015

  27. Dongxiang Zhang, Chee-Yong Chan, Kian-Lee Tan

    Processing Spatial-keyword Query as a Top-k Aggregation Query

    SIGIR 2014

  28. Dongxiang Zhang, Chee-Yong Chan, Kian-Lee Tan

    An Efficient Publish/Subscribe Index for ECommerce Databases

    VLDB 2014

  29. Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yueting Zhuang

    Effective MultiModal Retrieval based on Stacked Auto-Encoders

    VLDB 2014

  30. Dongxiang Zhang, Divyakant Agrawal, Gang Chen, Anthony K. H. Tung

    HashFile : An Efficient Index Structure For Multimedia Data

    ICDE 2011

  31. G. Chen, C. Liu, M. Lu, B. C. Ooi, S. Ying, A. K. H. Tung, D. Zhang and M. Zhang

    A Cross-Service Travel Engine for Trip Planning.

    SIGMOD 2011

  32. Chen Liu, Beng Chin Ooi, Anthony K. H. Tung and Dongxiang Zhang

    Crew: Cross-Modal Resource Searching by Exploiting Wikipedia

    ACM MM 2010

  33. Dongxiang Zhang, Beng Chin Ooi, Anthony K. H. Tung

    Locating Mapped Resources in Web 2.0

    ICDE 2010

  34. Dongxiang Zhang, Yeow Meng Chee, Anirban Mondal, Anthony K. H. Tung, Masaru Kitsuregawa

    Keyword Search in Spatial Databases: Towards Searching by Documents

    ICDE 2009


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