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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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