publications

2023

1. AAAI

   Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression

   Xiang, Yue,  Luo, Dixin, and Xu, Hongteng

   In Proceedings of the AAAI Conference on Artificial Intelligence 2023

   Bib

   @inproceedings{xiang2023privacy,
     abbr = {AAAI},
     bibtex_show = {true},
     title = {Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression},
     author = {Xiang, Yue and Luo, Dixin and Xu, Hongteng},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {37},
     number = {12},
     pages = {14566--14574},
     year = {2023}
   }

2022

1. PAMI

   Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning

   Luo, Dixin, Xu, Hongteng, and Carin, Lawrence

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

   Bib

   @article{luo2022differentiable,
     abbr = {PAMI},
     bibtex_show = {true},
     title = {Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning},
     author = {Luo, Dixin and Xu, Hongteng and Carin, Lawrence},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2022},
     publisher = {IEEE}
   }

2. ACMMM

   Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance

   Luo, Dixin, Wang, Yutong, Yue, Angxiao, and Xu, Hongteng

   In Proceedings of the 30th ACM International Conference on Multimedia 2022

   Bib

   @inproceedings{luo2022weakly,
     abbr = {ACMMM},
     bibtex_show = {true},
     title = {Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance},
     author = {Luo, Dixin and Wang, Yutong and Yue, Angxiao and Xu, Hongteng},
     booktitle = {Proceedings of the 30th ACM International Conference on Multimedia},
     pages = {728--739},
     year = {2022}
   }

3. PAMI

   Representing graphs via Gromov-Wasserstein factorization

   Xu, Hongteng, Liu, Jiachang,  Luo, Dixin, and Carin, Lawrence

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

   Bib

   @article{xu2022representing,
     abbr = {PAMI},
     bibtex_show = {true},
     title = {Representing graphs via Gromov-Wasserstein factorization},
     author = {Xu, Hongteng and Liu, Jiachang and Luo, Dixin and Carin, Lawrence},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2022},
     url = {https://ieeexplore.ieee.org/abstract/document/9720092}
   }

2021

1. arXiv

   Learning Graphon Autoencoders for Generative Graph Modeling

   Xu, Hongteng, Zhao, Peilin, Huang, Junzhou, and Luo, Dixin

   arXiv 2021

   arXiv Bib

   @article{xu2021learning,
     abbr = {arXiv},
     bibtex_show = {true},
     title = {Learning Graphon Autoencoders for Generative Graph Modeling},
     author = {Xu, Hongteng and Zhao, Peilin and Huang, Junzhou and Luo, Dixin},
     journal = {arXiv},
     arxiv = {2105.14244},
     year = {2021}
   }

2. AAAI

   Learning graphons via structured gromov-wasserstein barycenters

   Xu, Hongteng,  Luo, Dixin, Carin, Lawrence, and Zha, Hongyuan

   In AAAI 2021

   Bib Code

   @inproceedings{xu2021learninh,
     abbr = {AAAI},
     bibtex_show = {true},
     title = {Learning graphons via structured gromov-wasserstein barycenters},
     author = {Xu, Hongteng and Luo, Dixin and Carin, Lawrence and Zha, Hongyuan},
     booktitle = {AAAI},
     volume = {35},
     number = {12},
     pages = {10505--10513},
     year = {2021},
     code = {https://github.com/HongtengXu/SGWB-Graphon},
     url = {https://www.aaai.org/AAAI21Papers/AAAI-8648.XuH.pdf}
   }

2020

1. ICML

   Learning autoencoders with relational regularization

   Xu, Hongteng,  Luo, Dixin, Henao, Ricardo, Shah, Svati, and Carin, Lawrence

   In ICML 2020

   Bib Code

   @inproceedings{xu2020learning,
     abbr = {ICML},
     bibtex_show = {true},
     title = {Learning autoencoders with relational regularization},
     author = {Xu, Hongteng and Luo, Dixin and Henao, Ricardo and Shah, Svati and Carin, Lawrence},
     booktitle = {ICML},
     pages = {10576--10586},
     year = {2020},
     url = {http://proceedings.mlr.press/v119/xu20e/xu20e.pdf},
     code = {https://github.com/HongtengXu/Relational-AutoEncoders},
     organization = {PMLR}
   }

2. arXiv

   Hierarchical optimal transport for robust multi-view learning

   Luo, Dixin, Xu, Hongteng, and Carin, Lawrence

   In arXiv 2020

   arXiv Bib

   @inproceedings{luo2020hierarchical,
     abbr = {arXiv},
     bibtex_show = {true},
     author = {Luo, Dixin and Xu, Hongteng and Carin, Lawrence},
     title = {Hierarchical optimal transport for robust multi-view learning},
     booktitle = {arXiv},
     year = {2020},
     arxiv = {2006.03160}
   }

2019

1. arXiv

   Fused Gromov-Wasserstein Alignment for Hawkes Processes

   Luo, Dixin, Xu, Hongteng, and Carin, Lawrence

   In arXiv 2019

   arXiv Bib

   @inproceedings{luo2019fused,
     abbr = {arXiv},
     bibtex_show = {true},
     title = {Fused Gromov-Wasserstein Alignment for Hawkes Processes},
     author = {Luo, Dixin and Xu, Hongteng and Carin, Lawrence},
     booktitle = {arXiv},
     arxiv = {1910.02096},
     year = {2019}
   }

2018

1. AISTATS

   Benefits from superposed hawkes processes

   Xu, Hongteng,  Luo, Dixin, Chen, Xu, and Carin, Lawrence

   In AISTATS 2018

   arXiv Bib

   @inproceedings{xu2018benefits,
     abbr = {AISTATS},
     bibtex_show = {true},
     title = {Benefits from superposed hawkes processes},
     author = {Xu, Hongteng and Luo, Dixin and Chen, Xu and Carin, Lawrence},
     booktitle = {AISTATS},
     pages = {623--631},
     year = {2018},
     url = {http://proceedings.mlr.press/v84/xu18c/xu18c.pdf},
     arxiv = {1710.05115},
     organization = {PMLR}
   }

2. IJCAI

   Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes.

   Xu, Hongteng,  Luo, Dixin, and Carin, Lawrence

   In IJCAI 2018

   Bib

   @inproceedings{xu2018online,
     abbr = {IJCAI},
     bibtex_show = {true},
     title = {Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes.},
     author = {Xu, Hongteng and Luo, Dixin and Carin, Lawrence},
     year = {2018},
     booktitle = {IJCAI},
     url = {https://www.ijcai.org/proceedings/2018/0403.pdf}
   }

2017

1. ICML

   Learning Hawkes processes from short doubly-censored event sequences

   Xu, Hongteng,  Luo, Dixin, and Zha, Hongyuan

   In ICML 2017

   Bib

   @inproceedings{xu2017learning,
     abbr = {ICML},
     bibtex_show = {true},
     title = {Learning Hawkes processes from short doubly-censored event sequences},
     author = {Xu, Hongteng and Luo, Dixin and Zha, Hongyuan},
     booktitle = {ICML},
     year = {2017},
     organization = {PMLR},
     url = {http://proceedings.mlr.press/v70/xu17b/xu17b.pdf}
   }

2. arXiv

   CASCONet: A Conference dataset

   Luo, Dixin, and Lyons, Kelly

   arXiv 2017

   arXiv Bib

   @article{luo2017casconet,
     abbr = {arXiv},
     bibtex_show = {true},
     title = {CASCONet: A Conference dataset},
     author = {Luo, Dixin and Lyons, Kelly},
     journal = {arXiv},
     year = {2017},
     arxiv = {1706.09485},
     url = {https://arxiv.org/pdf/1706.09485.pdf}
   }

2016

1. TKDE

   Learning mixtures of markov chains from aggregate data with structural constraints

   Luo, Dixin, Xu, Hongteng, Zhen, Yi, Dilkina, Bistra, Zha, Hongyuan, Yang, Xiaokang, and Zhang, Wenjun

   IEEE Transactions on Knowledge and Data Engineering 2016

   Bib

   @article{luo2016learning,
     abbr = {TKDE},
     bibtex_show = {true},
     title = {Learning mixtures of markov chains from aggregate data with structural constraints},
     author = {Luo, Dixin and Xu, Hongteng and Zhen, Yi and Dilkina, Bistra and Zha, Hongyuan and Yang, Xiaokang and Zhang, Wenjun},
     journal = {IEEE Transactions on Knowledge and Data Engineering},
     year = {2016}
   }

2015

1. IJCAI

   Multi-task multi-dimensional hawkes processes for modeling event sequences

   Luo, Dixin, Xu, Hongteng, Zhen, Yi, Ning, Xia, Zha, Hongyuan, Yang, Xiaokang, and Zhang, Wenjun

   In IJCAI 2015

   Bib

   @inproceedings{luo2015multi,
     abbr = {IJCAI},
     bibtex_show = {true},
     title = {Multi-task multi-dimensional hawkes processes for modeling event sequences},
     author = {Luo, Dixin and Xu, Hongteng and Zhen, Yi and Ning, Xia and Zha, Hongyuan and Yang, Xiaokang and Zhang, Wenjun},
     booktitle = {IJCAI},
     year = {2015},
     url = {https://www.ijcai.org/Proceedings/15/Papers/518.pdf}
   }

2. AAAI

   Dictionary learning with mutually reinforcing group-graph structures

   Xu, Hongteng, Yu, Licheng,  Luo, Dixin, Zha, Hongyuan, and Xu, Yi

   In AAAI 2015

   Bib

   @inproceedings{xu2015dictionary,
     abbr = {AAAI},
     bibtex_show = {true},
     title = {Dictionary learning with mutually reinforcing group-graph structures},
     author = {Xu, Hongteng and Yu, Licheng and Luo, Dixin and Zha, Hongyuan and Xu, Yi},
     booktitle = {AAAI},
     year = {2015},
     url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/viewFile/9476/9987}
   }

2014

1. TB

   You are what you watch and when you watch: Inferring household structures from IPTV viewing data

   Luo, Dixin, Xu, Hongteng, Zha, Hongyuan, Du, Jun, Xie, Rong, Yang, Xiaokang, and Zhang, Wenjun

   IEEE Transactions on Broadcasting 2014

   Bib

   @article{luo2014you,
     abbr = {TB},
     bibtex_show = {true},
     title = {You are what you watch and when you watch: Inferring household structures from IPTV viewing data},
     author = {Luo, Dixin and Xu, Hongteng and Zha, Hongyuan and Du, Jun and Xie, Rong and Yang, Xiaokang and Zhang, Wenjun},
     journal = {IEEE Transactions on Broadcasting},
     year = {2014}
   }

2013