BibTeX records: Yuansan Liu

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@article{DBLP:journals/corr/abs-2601-03569,
  author       = {Yuansan Liu and
                  Antoinette Tordesillas and
                  James Bailey},
  title        = {Local Intrinsic Dimensionality of Ground Motion Data for Early Detection
                  of Complex Catastrophic Slope Failure},
  journal      = {CoRR},
  volume       = {abs/2601.03569},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.03569},
  doi          = {10.48550/ARXIV.2601.03569},
  eprinttype    = {arXiv},
  eprint       = {2601.03569},
  timestamp    = {Wed, 11 Feb 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2601-03569.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/LiuWBOB25,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  title        = {Robust online drop detection for cochlear implant surgery},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {20},
  number       = {5},
  pages        = {4261--4272},
  year         = {2025},
  url          = {https://doi.org/10.1007/s41060-025-00716-z},
  doi          = {10.1007/S41060-025-00716-Z},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/LiuWBOB25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cbms/LiuWCGA25,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Bridget Copson and
                  Jean{-}Marc Gerard and
                  Sameer Antani},
  editor       = {Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
                  Rosa Sicilia and
                  Luc{\'{\i}}a Prieto Santamar{\'{\i}}a and
                  George A. Papadopoulos and
                  Valerio Guarrasi and
                  Mirela Teixeira Cazzolato and
                  Bridget Kane},
  title        = {Artificial Intelligence Assurance in Head and Neck Surgery: Now and
                  Next},
  booktitle    = {38th {IEEE} International Symposium on Computer-Based Medical Systems,
                  {CBMS} 2025, Madrid, Spain, June 18-20, 2025},
  pages        = {977--982},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/CBMS65348.2025.00195},
  doi          = {10.1109/CBMS65348.2025.00195},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cbms/LiuWCGA25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cogsci/ZhangLKCB25,
  author       = {Chenyuan Zhang and
                  Yuansan Liu and
                  Dana Kulic and
                  Pamela Carreno{-}Medrano and
                  Michael G. Burke},
  editor       = {David Barner and
                  Neil Bramley and
                  Azzurra Ruggeri and
                  Caren M. Walker},
  title        = {Modeling Human Sequential Decision-Making in the Tower of London:
                  Incorporating Individual Differences and Timing-Based Replanning Inference},
  booktitle    = {Proceedings of the 47th Annual Meeting of the Cognitive Science Society,
                  CogSci 2025, San Francisco, CA, USA, July 30 - August 2, 2025},
  publisher    = {cognitivesciencesociety.org},
  year         = {2025},
  url          = {https://escholarship.org/uc/item/870698q2},
  timestamp    = {Mon, 02 Feb 2026 16:48:29 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/ZhangLKCB25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/LiuWHBO025,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Dongting Hu and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  editor       = {Luiza Antonie and
                  Jian Pei and
                  Xiaohui Yu and
                  Flavio Chierichetti and
                  Hady W. Lauw and
                  Yizhou Sun and
                  Srinivasan Parthasarathy},
  title        = {Stochastic Diffusion: {A} Diffusion Based Model for Stochastic Time
                  Series Forecasting},
  booktitle    = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, V.2, {KDD} 2025, Toronto ON, Canada, August 3-7,
                  2025},
  pages        = {1939--1950},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3711896.3737137},
  doi          = {10.1145/3711896.3737137},
  timestamp    = {Sun, 01 Feb 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/LiuWHBO025.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Liu24h,
  author       = {Yuansan Liu},
  title        = {Probabilistic and Neural Modelling for Time Series Analysis},
  school       = {University of Melbourne, Parkville, Victoria, Australia},
  year         = {2024},
  url          = {http://hdl.handle.net/11343/354225},
  timestamp    = {Fri, 09 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Liu24h.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/LiuWBOB24,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  title        = {Time Series Representation Learning with Supervised Contrastive Temporal
                  Transformer},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
                  Japan, June 30 - July 5, 2024},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/IJCNN60899.2024.10650516},
  doi          = {10.1109/IJCNN60899.2024.10650516},
  timestamp    = {Fri, 04 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/LiuWBOB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sdm/LiuWLBO024,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Ang Li and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  editor       = {Shashi Shekhar and
                  Vagelis Papalexakis and
                  Jing Gao and
                  Zhe Jiang and
                  Matteo Riondato},
  title        = {Time-Transformer: Integrating Local and Global Features for Better
                  Time Series Generation},
  booktitle    = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
                  {SDM} 2024, Houston, TX, USA, April 18-20, 2024},
  pages        = {325--333},
  publisher    = {{SIAM}},
  year         = {2024},
  url          = {https://doi.org/10.1137/1.9781611978032.37},
  doi          = {10.1137/1.9781611978032.37},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LiuWLBO024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2403-10787,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  title        = {Time Series Representation Learning with Supervised Contrastive Temporal
                  Transformer},
  journal      = {CoRR},
  volume       = {abs/2403.10787},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.10787},
  doi          = {10.48550/ARXIV.2403.10787},
  eprinttype    = {arXiv},
  eprint       = {2403.10787},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-10787.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2405-04056,
  author       = {Yuansan Liu and
                  Jeygopi Panisilvam and
                  Peter M. Dower and
                  Sejeong Kim and
                  James Bailey},
  title        = {Bidirectional Adversarial Autoencoders for the design of Plasmonic
                  Metasurfaces},
  journal      = {CoRR},
  volume       = {abs/2405.04056},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.04056},
  doi          = {10.48550/ARXIV.2405.04056},
  eprinttype    = {arXiv},
  eprint       = {2405.04056},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-04056.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2406-02827,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Dongting Hu and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  title        = {Stochastic Diffusion: {A} Diffusion Probabilistic Model for Stochastic
                  Time Series Forecasting},
  journal      = {CoRR},
  volume       = {abs/2406.02827},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.02827},
  doi          = {10.48550/ARXIV.2406.02827},
  eprinttype    = {arXiv},
  eprint       = {2406.02827},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-02827.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jors/LiuSHV23,
  author       = {Yuansan Liu and
                  Saransh Srivastava and
                  Zuo Huang and
                  Felisa J. V{\'{a}}zquez{-}Abad},
  title        = {Pandemic model with data-driven phase detection, a study using {COVID-19}
                  data},
  journal      = {J. Oper. Res. Soc.},
  volume       = {74},
  number       = {2},
  pages        = {450--464},
  year         = {2023},
  url          = {https://doi.org/10.1080/01605682.2021.1982652},
  doi          = {10.1080/01605682.2021.1982652},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jors/LiuSHV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-11714,
  author       = {Yuansan Liu and
                  Sudanthi N. R. Wijewickrema and
                  Ang Li and
                  Christofer Bester and
                  Stephen J. O'Leary and
                  James Bailey},
  title        = {Time-Transformer: Integrating Local and Global Features for Better
                  Time Series Generation},
  journal      = {CoRR},
  volume       = {abs/2312.11714},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.11714},
  doi          = {10.48550/ARXIV.2312.11714},
  eprinttype    = {arXiv},
  eprint       = {2312.11714},
  timestamp    = {Tue, 14 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-11714.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ausai/LiuB22,
  author       = {Yuansan Liu and
                  James Bailey},
  editor       = {Guodong Long and
                  Xinghuo Yu and
                  Sen Wang},
  title        = {De Novo Molecular Generation with Stacked Adversarial Model},
  booktitle    = {{AI} 2021: Advances in Artificial Intelligence - 34th Australasian
                  Joint Conference, {AI} 2021, Sydney, NSW, Australia, February 2-4,
                  2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13151},
  pages        = {143--154},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-030-97546-3\_12},
  doi          = {10.1007/978-3-030-97546-3\_12},
  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ausai/LiuB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2110-12450,
  author       = {Yuansan Liu and
                  Saransh Srivastava and
                  Zuo Huang and
                  Felisa J. V{\'{a}}zquez{-}Abad},
  title        = {Pandemic model with data-driven phase detection, a study using {COVID-19}
                  data},
  journal      = {CoRR},
  volume       = {abs/2110.12450},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.12450},
  eprinttype    = {arXiv},
  eprint       = {2110.12450},
  timestamp    = {Fri, 29 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-12450.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2110-12454,
  author       = {Yuansan Liu and
                  James Bailey},
  title        = {De Novo Molecular Generation with Stacked Adversarial Model},
  journal      = {CoRR},
  volume       = {abs/2110.12454},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.12454},
  eprinttype    = {arXiv},
  eprint       = {2110.12454},
  timestamp    = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-12454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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