Journal Articles

  1. Distributed Shortest Path Query Processing on Dynamic Road Networks

    Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao and Heng Tao Shen

    VLDB Journal (VLDBJ) 2017 (CCF A) [link]

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

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

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

  3. Data-driven Answer Selection in Community QA Systems

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

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

  4. Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval

    Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua and Heng Tao Shen

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

  5. Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications

    Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen

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

  6. Targeted Advertising in Public Transportation Systems with Quantitative Evaluation

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

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

  7. Unifying Virtual and Physical Worlds: Learning towards Local and Global Consistency

    Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang and Tat-Seng Chua

    ACM Transactions on Information Systems (TOIS) 2017 (CCF A)

  8. Influence Maximization in Trajectory Databases

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

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

  9. Distribution-Aware Crowdsourced Entity Collection

    Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du

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

  10. A Data-Driven and Optimal Bus Scheduling Model with Time-Dependent Traffic and Demand

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

    IEEE Transactions on Intelligent Transportation Systems (TITS) 2016 (IF=2.534) [link]

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

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

    Transportation Research Part E (TRE) 2016 (IF=2.279) [link]

  12. Effective Deep Learning Based Multi-Modal Retrieval

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

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

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

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

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

Conference Articles

  1. Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning

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

    IJCAI 2017 (CCF A)

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

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

    CVPR 2017 (CCF A)

  3. Event Early Embedding: Predicting Event Volume Dynamics at Early Stage

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

    SIGIR 2017 (short) (CCF A)

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

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

    ICDE 2017 (short) (CCF A)

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

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

    ICDE 2017 (short) (CCF A)

  6. Influence Maximization in Trajectory Databases

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

    ICDE 2017 (extended abstract) (CCF A)

  7. Discovering Your Selling Points: Personalized Social Influential Tag Exploration

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

    SIGMOD 2017 (CCF A) [pdf]

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

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

    VLDB 2017 (CCF A) [pdf]

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

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

    ICDE 2016 (CCF A) [pdf]

  10. Personal Recommendation Using Deep Recurrent Neural Network in NetEase

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

    ICDE 2016 (CCF A) [pdf]

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

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

    SIGMOD 2015 (CCF A) [pdf]

  12. Real-time Targeted Influence Maximization for Online Advertisements

    Yuchen Li, Dongxiang Zhang, Kian-Lee Tan

    VLDB 2015 (CCF A) [pdf]

  13. CANDS: Continuous Optimal Navigation via Distributed Stream Processing

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

    VLDB 2015 (CCF A) [pdf]

  14. An Efficient Location-Aware Pub/Sub System.

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

    ICDE 2015 (demo) (CCF A)

  15. Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning

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

    MM 2015 (short) (CCF A)

  16. Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval

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

    MM 2015 (short) (CCF A)

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

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

    SIGIR 2014 (CCF A) [pdf]

  18. An Efficient Publish/Subscribe Index for ECommerce Databases

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

    VLDB 2014 (CCF A) [pdf]

  19. Effective MultiModal Retrieval based on Stacked Auto-Encoders

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

    VLDB 2014 (CCF A) [pdf]

  20. HashFile : An Efficient Index Structure For Multimedia Data

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

    ICDE 2011 (CCF A) [pdf]

  21. A Cross-Service Travel Engine for Trip Planning.

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

    SIGMOD 2011 (demo) (CCF A)

  22. Locating Mapped Resources in Web 2.0

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

    ICDE 2010 (CCF A) [pdf]

  23. Crew: Cross-Modal Resource Searching by Exploiting Wikipedia

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

    MM 2010 (demo) (CCF A)

  24. Keyword Search in Spatial Databases: Towards Searching by Documents

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

    ICDE 2009 (CCF A) [pdf]