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@article{DBLP:journals/corr/abs-2406-16308,
  author       = {Aodong Li and
                  Yunhan Zhao and
                  Chen Qiu and
                  Marius Kloft and
                  Padhraic Smyth and
                  Maja Rudolph and
                  Stephan Mandt},
  title        = {Anomaly Detection of Tabular Data Using LLMs},
  journal      = {CoRR},
  volume       = {abs/2406.16308},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.16308},
  doi          = {10.48550/ARXIV.2406.16308},
  eprinttype    = {arXiv},
  eprint       = {2406.16308},
  timestamp    = {Tue, 16 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-16308.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tmi/CuiDZKGLZHGY23,
  author       = {Hejie Cui and
                  Wei Dai and
                  Yanqiao Zhu and
                  Xuan Kan and
                  Antonio Aodong Chen Gu and
                  Joshua Lukemire and
                  Liang Zhan and
                  Lifang He and
                  Ying Guo and
                  Carl Yang},
  title        = {BrainGB: {A} Benchmark for Brain Network Analysis With Graph Neural
                  Networks},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {42},
  number       = {2},
  pages        = {493--506},
  year         = {2023},
  url          = {https://doi.org/10.1109/TMI.2022.3218745},
  doi          = {10.1109/TMI.2022.3218745},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/CuiDZKGLZHGY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bhi/KanGCGY23,
  author       = {Xuan Kan and
                  Antonio Aodong Chen Gu and
                  Hejie Cui and
                  Ying Guo and
                  Carl Yang},
  title        = {Dynamic Brain Transformer with Multi-Level Attention for Functional
                  Brain Network Analysis},
  booktitle    = {{IEEE} {EMBS} International Conference on Biomedical and Health Informatics,
                  {BHI} 2023, Pittsburgh, PA, USA, October 15-18, 2023},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BHI58575.2023.10313480},
  doi          = {10.1109/BHI58575.2023.10313480},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bhi/KanGCGY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/LiQKSMR23,
  author       = {Aodong Li and
                  Chen Qiu and
                  Marius Kloft and
                  Padhraic Smyth and
                  Stephan Mandt and
                  Maja Rudolph},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Deep Anomaly Detection under Labeling Budget Constraints},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {19882--19910},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/li23x.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiQKSMR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/LiQKSRM23,
  author       = {Aodong Li and
                  Chen Qiu and
                  Marius Kloft and
                  Padhraic Smyth and
                  Maja Rudolph and
                  Stephan Mandt},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Zero-Shot Anomaly Detection via Batch Normalization},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/8078e8c3055303a884ffae2d3ea00338-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiQKSRM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2302-07832,
  author       = {Aodong Li and
                  Chen Qiu and
                  Padhraic Smyth and
                  Marius Kloft and
                  Stephan Mandt and
                  Maja Rudolph},
  title        = {Deep Anomaly Detection under Labeling Budget Constraints},
  journal      = {CoRR},
  volume       = {abs/2302.07832},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.07832},
  doi          = {10.48550/ARXIV.2302.07832},
  eprinttype    = {arXiv},
  eprint       = {2302.07832},
  timestamp    = {Mon, 20 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-07832.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2302-07849,
  author       = {Aodong Li and
                  Chen Qiu and
                  Marius Kloft and
                  Padhraic Smyth and
                  Maja Rudolph and
                  Stephan Mandt},
  title        = {Zero-Shot Anomaly Detection without Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2302.07849},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.07849},
  doi          = {10.48550/ARXIV.2302.07849},
  eprinttype    = {arXiv},
  eprint       = {2302.07849},
  timestamp    = {Mon, 20 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-07849.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2309-01941,
  author       = {Xuan Kan and
                  Antonio Aodong Chen Gu and
                  Hejie Cui and
                  Ying Guo and
                  Carl Yang},
  title        = {Dynamic Brain Transformer with Multi-level Attention for Functional
                  Brain Network Analysis},
  journal      = {CoRR},
  volume       = {abs/2309.01941},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.01941},
  doi          = {10.48550/ARXIV.2309.01941},
  eprinttype    = {arXiv},
  eprint       = {2309.01941},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-01941.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-10461,
  author       = {Clement Fung and
                  Chen Qiu and
                  Aodong Li and
                  Maja Rudolph},
  title        = {Model Selection of Anomaly Detectors in the Absence of Labeled Validation
                  Data},
  journal      = {CoRR},
  volume       = {abs/2310.10461},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.10461},
  doi          = {10.48550/ARXIV.2310.10461},
  eprinttype    = {arXiv},
  eprint       = {2310.10461},
  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-10461.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-10351,
  author       = {Aodong Chen and
                  Fei Xu and
                  Li Han and
                  Yuan Dong and
                  Li Chen and
                  Zhi Zhou and
                  Fangming Liu},
  title        = {Opara: Exploiting Operator Parallelism for Expediting {DNN} Inference
                  on GPUs},
  journal      = {CoRR},
  volume       = {abs/2312.10351},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.10351},
  doi          = {10.48550/ARXIV.2312.10351},
  eprinttype    = {arXiv},
  eprint       = {2312.10351},
  timestamp    = {Thu, 13 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-10351.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sensors/YuXZSQDCLCC22,
  author       = {Jianping Yu and
                  Jian Xu and
                  Aodong Zhang and
                  Yunpeng Song and
                  Jia Qi and
                  Qiaonan Dong and
                  Jianfang Chen and
                  Zhaoxiang Liu and
                  Wei Chen and
                  Ya Cheng},
  title        = {Manufacture of Three-Dimensional Optofluidic Spot-Size Converters
                  in Fused Silica Using Hybrid Laser Microfabrication},
  journal      = {Sensors},
  volume       = {22},
  number       = {23},
  pages        = {9449},
  year         = {2022},
  url          = {https://doi.org/10.3390/s22239449},
  doi          = {10.3390/S22239449},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/YuXZSQDCLCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sensors/ZhangXLLSLWC22,
  author       = {Aodong Zhang and
                  Jian Xu and
                  Xiaolong Li and
                  Zijie Lin and
                  Yunpeng Song and
                  Xin Li and
                  Zhenhua Wang and
                  Ya Cheng},
  title        = {High-Throughput Continuous-Flow Separation in a Micro Free-Flow Electrophoresis
                  Glass Chip Based on Laser Microfabrication},
  journal      = {Sensors},
  volume       = {22},
  number       = {3},
  pages        = {1124},
  year         = {2022},
  url          = {https://doi.org/10.3390/s22031124},
  doi          = {10.3390/S22031124},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/ZhangXLLSLWC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bigdataconf/CuiDZKGLZHGY22,
  author       = {Hejie Cui and
                  Wei Dai and
                  Yanqiao Zhu and
                  Xuan Kan and
                  Antonio Aodong Chen Gu and
                  Joshua Lukemire and
                  Liang Zhan and
                  Lifang He and
                  Ying Guo and
                  Carl Yang},
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {BrainGB: {A} Benchmark for Brain Network Analysis with Graph Neural
                  Networks (Extended Abstract)},
  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  pages        = {4968--4969},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022.10020992},
  doi          = {10.1109/BIGDATA55660.2022.10020992},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/CuiDZKGLZHGY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/QiuLKRM22,
  author       = {Chen Qiu and
                  Aodong Li and
                  Marius Kloft and
                  Maja Rudolph and
                  Stephan Mandt},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Latent Outlier Exposure for Anomaly Detection with Contaminated Data},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {18153--18167},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/qiu22b.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/QiuLKRM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2202-08088,
  author       = {Chen Qiu and
                  Aodong Li and
                  Marius Kloft and
                  Maja Rudolph and
                  Stephan Mandt},
  title        = {Latent Outlier Exposure for Anomaly Detection with Contaminated Data},
  journal      = {CoRR},
  volume       = {abs/2202.08088},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.08088},
  eprinttype    = {arXiv},
  eprint       = {2202.08088},
  timestamp    = {Tue, 01 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-08088.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2204-07054,
  author       = {Hejie Cui and
                  Wei Dai and
                  Yanqiao Zhu and
                  Xuan Kan and
                  Antonio Aodong Chen Gu and
                  Joshua Lukemire and
                  Liang Zhan and
                  Lifang He and
                  Ying Guo and
                  Carl Yang},
  title        = {BrainGB: {A} Benchmark for Brain Network Analysis with Graph Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2204.07054},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.07054},
  doi          = {10.48550/ARXIV.2204.07054},
  eprinttype    = {arXiv},
  eprint       = {2204.07054},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-07054.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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