Jilin Hu

Selected Publications

(# Corresponding Author)

1. ICDE

   Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning - Extended Version

   Sean Bin Yang, Chenjuan Guo, Jilin Hu^# , Bin Yang, Jian Tang, and Christian S. Jensen

   2022

   arXiv Bib Code

   @article{DBLP:journals/corr/abs-2203-16110,
     author = {Yang, Sean Bin and Guo, Chenjuan and Hu, Jilin and Yang, Bin and Tang, Jian and Jensen, Christian S.},
     title = {Weakly-supervised Temporal Path Representation Learning with Contrastive
                    Curriculum Learning - Extended Version},
     booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE}},
     year = {2022},
     bibtex_show = {true},
     abbr = {ICDE},
     selected = {true},
     corr = {true},
     code = {https://github.com/Sean-Bin-Yang/TPR.git},
     arxiv = {https://arxiv.org/abs/2203.16110}
   }

2. AAAI

   Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems

   Frederik Mathiesen, Bin Yang, and Jilin Hu^#

   2022

   Bib Code

   @article{aaai22_hamilton,
     author = {Mathiesen, Frederik and Yang, Bin and Hu, Jilin},
     title = {Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems},
     booktitle = {AAAI},
     year = {2022},
     bibtex_show = {true},
     abbr = {AAAI},
     selected = {true},
     corr = {true},
     code = {https://github.com/Zinoex/hyperverlet}
   }

3. IJCAI

   Unsupervised Path Representation Learning with Curriculum Negative Sampling

   Sean Bin Yang, Chenjuan Guo, Jilin Hu^# , Jian Tang, and Bin Yang

   In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021 2021

   arXiv Bib PDF Code

   @inproceedings{DBLP:conf/ijcai/YangGHT021,
     author = {Yang, Sean Bin and Guo, Chenjuan and Hu, Jilin and Tang, Jian and Yang, Bin},
     title = {Unsupervised Path Representation Learning with Curriculum Negative Sampling},
     booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
                    Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
                    August 2021},
     pages = {3286--3292},
     year = {2021},
     bibtex_show = {true},
     abbr = {IJCAI},
     pdf = {IJCAI21.pdf},
     selected = {true},
     corr = {true},
     code = {https://github.com/Sean-Bin-Yang/Path-InfoMax.git},
     arxiv = {https://arxiv.org/abs/2106.09373}
   }

4. ICDE

   Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks

   Jilin Hu , Bin Yang, Chenjuan Guo, Christian S. Jensen, and Hui Xiong

   In 36th IEEE International Conference on Data Engineering, ICDE, Dallas, TX, USA, April 20-24 2020

   Bib PDF Code

   @inproceedings{DBLP:conf/icde/Hu0GJX20,
     author = {Hu, Jilin and Yang, Bin and Guo, Chenjuan and Jensen, Christian S. and Xiong, Hui},
     title = {Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage
                    Graph Convolutional, Recurrent Neural Networks},
     booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE},
                    Dallas, TX, USA, April 20-24},
     pages = {1417--1428},
     publisher = {{IEEE}},
     year = {2020},
     bibtex_show = {true},
     abbr = {ICDE},
     selected = {true},
     pdf = {ICDE2020},
     code = {https://github.com/hujilin1229/od-pred}
   }

5. ICDE

   Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks

   Jilin Hu , Chenjuan Guo, Bin Yang, and Christian S. Jensen

   In 35th IEEE International Conference on Data Engineering, ICDE, Macao, China, April 8-11 2019

   Bib PDF Code

   @inproceedings{DBLP:conf/icde/HuG0J19,
     author = {Hu, Jilin and Guo, Chenjuan and Yang, Bin and Jensen, Christian S.},
     title = {Stochastic Weight Completion for Road Networks Using Graph Convolutional
                    Networks},
     booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE},
                    Macao, China, April 8-11},
     pages = {1274--1285},
     year = {2019},
     bibtex_show = {true},
     abbr = {ICDE},
     pdf = {ICDE2019.pdf},
     code = {https://github.com/hujilin1229/GraphCompletion},
     selected = {true}
   }

1. ISs

   Residual memory inference network for regression tracking with weighted gradient harmonized loss

   Huanlong Zhang, Jiapeng Zhang, Guohao Nie, Jilin Hu^# , and W.J. (Chris) Zhang

   Information Sciences 2022

   Bib

   @article{ZHANG2022105,
     author = {Zhang, Huanlong and Zhang, Jiapeng and Nie, Guohao and Hu, Jilin and Zhang, W.J. (Chris)},
     title = {Residual memory inference network for regression tracking with weighted gradient harmonized loss},
     journal = {Information Sciences},
     volume = {597},
     pages = {105-124},
     year = {2022},
     bibtex_show = {true},
     abbr = {ISs},
     corr = {true},
     selected = {true}
   }

2. GeoInformatica

   Enabling time-dependent uncertain eco-weights for road networks

   Jilin Hu , Bin Yang, Christian S. Jensen, and Yu Ma

   GeoInformatica 2017

   Bib PDF

   @article{DBLP:journals/geoinformatica/HuYJM17,
     author = {Hu, Jilin and Yang, Bin and Jensen, Christian S. and Ma, Yu},
     title = {Enabling time-dependent uncertain eco-weights for road networks},
     journal = {GeoInformatica},
     volume = {21},
     number = {1},
     pages = {57--88},
     year = {2017},
     pdf = {GeoInfo.pdf},
     bibtex_show = {true},
     abbr = {GeoInformatica},
     selected = {true}
   }

3. VLDBJ

   Risk-aware path selection with time-varying, uncertain travel costs: a time series approach

   Jilin Hu , Bin Yang, Chenjuan Guo, and Christian S. Jensen

   VLDB J. 2018

   Bib PDF

   @article{DBLP:journals/vldb/HuYGJ18,
     author = {Hu, Jilin and Yang, Bin and Guo, Chenjuan and Jensen, Christian S.},
     title = {Risk-aware path selection with time-varying, uncertain travel costs: a time series approach},
     journal = {{VLDB} J.},
     volume = {27},
     number = {2},
     pages = {179--200},
     year = {2018},
     bibtex_show = {true},
     abbr = {VLDBJ},
     selected = {true},
     pdf = {https://link.springer.com/article/10.1007/s00778-018-0494-9}
   }