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 first-author Publications (ranked by personal favor)

  • 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}
    }
    
  • Xuhui Fan, Longbing Cao and Richard Yi Da Xu
    Dynamic Infinite Mixed-Membership Stochastic Blockmodel
    IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 26, issue. 9, pp. 2072 - 2085, 2015.
    [PDF] [Code]

    @article{xuhuitnnls,
      author = {Fan, Xuhui and Cao, Longbing and Xu, Richard Yi Da},
      title = {Dynamic Infinite Mixed-Membership Stochastic Blockmodel},
      journal = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)},
      year = {2015},
      volume = {26},
      issue = {9},
      pages = {2072 - 2085}
    }
    
  • Xuhui Fan, Richard Yi Da Xu, Longbing Cao and Yin Song
    Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network
    IEEE Transaction on Cybernetics (T-CYB), vol. 47, issue. 3, pp. 589 - 599, 2017.
    [PDF] [Code]

    @article{xuhuitcyb,
      author = {Fan, Xuhui and Xu, Richard Yi Da and Cao, Longbing and Song, Yin},
      title = {Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network},
      journal = {IEEE Transaction on Cybernetics},
      year = {2017},
      volume = {47},
      issue = {3},
      pages = {589 - 599}
    }
    
  • Xuhui Fan, Lin Zhu, Longbing Cao, Xia Cui and Yew Soon Ong
    Maximum Margin Clustering on Evolutionary Data
    Proceedings of the 21th ACM international conference on Information and knowledge management (CIKM-12), pp. 625 - 634, 2012.
    [PDF]

    @inproceedings{xuhuicikm121,
      author = {Fan, Xuhui and Zhu, Lin and Cao, Longbing and Cui, Xia and Yew Soon Ong},
      title = {Maximum Margin Clustering on Evolutionary Data},
      booktitle = {Proceedings of the 21th ACM international conference on Information and knowledge management (CIKM-12)},
      year = {2012}
    }
    
  • Xuhui Fan and Longbing Cao
    A Convergence Theorem for the Graph Shift-type Algorithms
    Pattern Recognition (PR), vol. 48, issue. 8, pp. 2751 - 2760, 2015.
    [PDF] [Code]

    @article{xuhuitpr,
      author = {Fan, Xuhui and Cao, Longbing},
      title = {A Convergence Theorem for the Graph Shift-type Algorithms},
      journal = {Pattern Recognition},
      year = {2015},
      volume = {48},
      issue = {8},
      pages = {2751 - 2760}
    }