Publications

  1. Link Prediction via Ranking Metric Dual-Level Attention Network Learning.
    Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He and Yueting Zhuang.
    In Proc. of the International Joint Conference on Artificial Intelligence (IJCAI ’17). Melbourne, Australia, 2017.
  2. From Community Detection to Community Profiling.
    Hongyun Cai, Vincent W. Zheng, Fanwei Zhu, Kevin C. Chang, Zi Huang.
    In Proc. of the VLDB Endowment (PVLDB ’17), Vol.10, 2017.
  3. SocialLens: Searching and Browsing Communities by Content and Interaction.
    Hongyun Cai, Vincent W. Zheng, Penghe Chen, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang.
    In ICDE ’17 Demo Track, San Diego, CA, USA, April 2017.
  4. Mobile Augmented Reality to Enable Intelligent Mall Shopping by Network Data.
    Vincent W. Zheng and Hong Cao.
    In Big Data and Computational Intelligence in Networking, Taylor & Francis LLC, CRC Press, 2017.
  5. Learning Word Vectors in Deep Walk using Convolution.
    Iti Chaturvedi, Sandro Cavallari, Erik Cambria, Vincent W. Zheng.
    In The 30th International FLAIRS Conference, Marco Island, May 2017.
  6. Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding.
    Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin C.-C. Chang, Minghui Wu and Jing Ying.
    In Proc. of the 31st AAAI Conference on Artificial Intelligence (AAAI-17). San Francisco, California, USA, 2017.
  7. Community-based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.
    Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He and Yueting Zhuang.
    In Proc. of the 31st AAAI Conference on Artificial Intelligence (AAAI-17). San Francisco, California, USA, 2017.
  8. Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning.
    Vincent W. Zheng and Kevin C.-C. Chang.
    In Proc. of the 25th ACM International Conference on Information and Knowledge Management (CIKM-16). Indianapolis, USA, 2016.
  9. Detecting signals of detrimental prescribing cascades from social media.
    Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin C. Chang, Elizabeth Roughead, Jiuyong Li.
    In Artificial Intelligence in Medicine (AIIM), 2016.
  10. Learning to Query: Focused Web Page Harvesting for Entity Aspects.
    Yuan Fang, Vincent W. Zheng, Kevin C.-C. Chang.
    In International Conference on Data Engineering (ICDE 2016), 2016.
  11. Semantic Proximity Search on Graphs with Metagraph-based Learning.
    Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Kevin C.-C. Chang, X. Li.
    In International Conference on Data Engineering (ICDE 2016), 2016.
  12. Cold-start Heterogeneous-Devuce Wireless Localization.
    Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin C.-C. Chang.
    In The 30th AAAI Conference on Artificial Intelligence (AAAI 2016), 2016.
  13. IntelligShop: Enabling Intelligent Shopping in Malls through Location-based Augmented Reality.
    Aditi Adhikari, Vincent W. Zheng, Hong Cao, Miao Lin, Yuan Fang, Kevin C.-C. Chang.
    In IEEE International Conference of Data Mining (ICDM 2015), 2015.
  14. An Aggressive Graph-based Selective Sampling Algorithm for Classification.
    Peng Yang, Peilin Zhao, Vincent W. Zheng, Xiao-Li Li.
    In IEEE International Conference of Data Mining (ICDM 2015), 2015.
  15. Mobile User Verification/Identification using Statistical Mobility Profile.
    Miao Lin, Hong Cao, Vincent W. Zheng, Kevin C.-C. Chang, Shonali Krishnaswamy.
    In International Conference on Big Data and Smart Computing (BigComp 2015), 2015.
  16. Mobility Profiling for User Verification with Anonymized Location Data.
    Miao Lin, Hong Cao, Vincent W. Zheng, Kevin C.-C. Chang, Shonali Krishnaswamy.
    In International Joint Conferences on Artificial Intelligence (IJCAI 2015), 2015.
  17. Scheduled approximation for Personalized PageRank with Utility-based Hub Selection.
    Fanwei Zhu, Yuan Fang, Kevin C.-C. Chang, Jing Ying.
    In VLDB Journal, 24(5), pp. 655-679, 2015. (Special Issue on Best Papers of VLDB 2013)
  18. Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically.
    Yuan Fang, Kevin C.-C. Chang, Hady Lauw.
    In The 31st International Conference on Machine Learning (ICML 2014), 2014.