Xuhui Fan bio photo

Xuhui Fan

I'm a Postdoctoral Fellow in UNSW, Australia, working in machine learning.

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My Publications

Complete list is at Google Scholar profile.

Selected Publications

  • Xuhui Fan, Bin Li, Scott A. Sisson, Caoyuan Li and Ling Chen
    Scalable Deep Generative Relational Models with High-Order Node Dependence
    Proceedings of the 33rd Conference on Neural Information Processing Systems (NeurIPS-19), , 2019.
    [PDF] [ArXiv] [Code]

    @inproceedings{xuhuinips19,
      author = {Fan, Xuhui and Li, Bin and Li, Caoyuan and Sisson, Scott and Chen,Ling},
      title = {Scalable Deep Generative Relational Models with High-Order Node Dependence},
      booktitle = {Thirty-third Conference on Neural Information Processing Systems (NIPS-19)},
      year = {2019}
    }
    
  • Xuhui Fan, Bin Li and Scott A. Sisson
    Rectangular Bounding Process
    Proceedings of the 32nd Conference on Neural Information Processing Systems (NeurIPS-18), PP 7631--7641, 2018.
    [PDF] [ArXiv] [Code]

    @inproceedings{xuhuinips18,
      author = {Fan, Xuhui and Li, Bin and Sisson, Scott},
      title = {Rectangular Bounding process},
      booktitle = {Thirty-second Conference on Neural Information Processing Systems (NIPS-18)},
      year = {2018}
    }
    
  • Xuhui Fan, Bin Li and Scott A. Sisson
    Binary Space Partitioning Forests
    Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS-19), PMLR 89:3022-3031, 2019.
    [PDF] [ArXiv] [Code]

    @inproceedings{xuhuiaistats19,
      author = {Fan, Xuhui and Li, Bin and Sisson, Scott},
      title = {the Binary Space Partitioning Forest},
      booktitle = {Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS-19)},
      year = {2019}
    }
    
  • Xuhui Fan, Bin Li and Scott A. Sisson
    The Binary Space Partitioning-Tree Process
    Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS-18), PMLR 84:1859-1867, 2018.
    [PDF] [ArXiv] [Code]

    @inproceedings{xuhuiijcai162,
      author = {Fan, Xuhui and Li, Bin and Sisson, Scott},
      title = {the Binary Space Partitioning-Tree process},
      booktitle = {Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS-18)},
      year = {2018}
    }
    
  • Xuhui Fan, Richard Yi Da Xu and Longbing Cao
    Copula Mixed-Membership Stochastic Blockmodel
    Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16), pp. 1462 - 1468, 2016.
    [PDF] [Code]

    @inproceedings{xuhuiijcai161,
      author = {Fan, Xuhui and Xu, Richard Yi Da and Cao, Longbing},
      title = {Copula Mixed-Membership Stochastic Blockmodel},
      booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16)},
      year = {2016}
    }
    
  • Xuhui Fan, Bin Li, Yi Wang, Yang Wang and Fang Chen
    The Ostomachion Process
    Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), pp. 1547 - 1553, 2016.
    [PDF]

    @inproceedings{xuhuiaaai16,
      author = {Fan, Xuhui and Li, Bin and Wang, Yi and Wang, Yang and Chen, Fang},
      title = {The Ostomachion Process},
      booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16)},
      year = {2016}
    }