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ORCIDBibTeX records: Rui Shu
@article{DBLP:journals/aei/ShuXHYZH24,
author = {Rui Shu and
Yadong Xu and
Jianliang He and
Xiaolong Yang and
Zhiheng Zhao and
George Q. Huang},
title = {Multi-view contrastive learning framework for tool wear detection
with insufficient annotated data},
journal = {Adv. Eng. Informatics},
volume = {62},
pages = {102666},
year = {2024},
url = {https://doi.org/10.1016/j.aei.2024.102666},
doi = {10.1016/J.AEI.2024.102666},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/ShuXHYZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijira/ShuYLSP24,
author = {Rui Shu and
Minghai Yuan and
Zhenyu Liang and
Yingjie Sun and
Fengque Pei},
title = {Research on optimal path sampling algorithm of manipulator based on
potential function},
journal = {Int. J. Intell. Robotics Appl.},
volume = {8},
number = {2},
pages = {299--321},
year = {2024},
url = {https://doi.org/10.1007/s41315-023-00316-9},
doi = {10.1007/S41315-023-00316-9},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijira/ShuYLSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/JiaSAZ24,
author = {Qingxian Jia and
Rui Shu and
Choon Ki Ahn and
Chengxi Zhang},
title = {Learning Neural Network-Based Fault-Tolerant Formation Control for
Elliptical Orbit Spacecraft},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {60},
number = {2},
pages = {1937--1950},
year = {2024},
url = {https://doi.org/10.1109/TAES.2023.3344390},
doi = {10.1109/TAES.2023.3344390},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/JiaSAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/XuSLFYZH24,
author = {Yadong Xu and
Rui Shu and
Sheng Li and
Ke Feng and
Xiaolong Yang and
Zhiheng Zhao and
George Q. Huang},
title = {Imbalanced Learning for Gearbox Fault Detection via Attention-Based
Multireceptive Field Convolutional Neural Networks With an Adaptive
Label Regulation Loss},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {73},
pages = {1--11},
year = {2024},
url = {https://doi.org/10.1109/TIM.2024.3449974},
doi = {10.1109/TIM.2024.3449974},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/XuSLFYZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/ShuZFZM23,
author = {Rui Shu and
Cairong Zhao and
Shuyang Feng and
Liang Zhu and
Duoqian Miao},
title = {Text-Enhanced Scene Image Super-Resolution via Stroke Mask and Orthogonal
Attention},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {11},
pages = {6317--6330},
year = {2023},
url = {https://doi.org/10.1109/TCSVT.2023.3267133},
doi = {10.1109/TCSVT.2023.3267133},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/ShuZFZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/TuZSFWQZ23,
author = {Chuyu Tu and
Zhifei Zhang and
Rui Shu and
Shuyang Feng and
Xuekuan Wang and
Yuping Qiu and
Cairong Zhao},
editor = {Huimin Lu and
Michael Blumenstein and
Sung{-}Bae Cho and
Cheng{-}Lin Liu and
Yasushi Yagi and
Tohru Kamiya},
title = {Smooth Mask Matters: {A} Stroke Smoothing Text Removal Framework},
booktitle = {Pattern Recognition - 7th Asian Conference, {ACPR} 2023, Kitakyushu,
Japan, November 5-8, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14406},
pages = {302--316},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47634-1\_23},
doi = {10.1007/978-3-031-47634-1\_23},
timestamp = {Fri, 23 Aug 2024 07:25:23 +0200},
biburl = {https://dblp.org/rec/conf/acpr/TuZSFWQZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/ShuXWM22,
author = {Rui Shu and
Tianpei Xia and
Laurie A. Williams and
Tim Menzies},
title = {Omni: automated ensemble with unexpected models against adversarial
evasion attack},
journal = {Empir. Softw. Eng.},
volume = {27},
number = {1},
pages = {26},
year = {2022},
url = {https://doi.org/10.1007/s10664-021-10064-8},
doi = {10.1007/S10664-021-10064-8},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/ShuXWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/XiaFSAM22,
author = {Tianpei Xia and
Wei Fu and
Rui Shu and
Rishabh Agrawal and
Tim Menzies},
title = {Predicting health indicators for open source projects (using hyperparameter
optimization)},
journal = {Empir. Softw. Eng.},
volume = {27},
number = {6},
pages = {122},
year = {2022},
url = {https://doi.org/10.1007/s10664-022-10171-0},
doi = {10.1007/S10664-022-10171-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/XiaFSAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/ElderZSMKMW22,
author = {Sarah Elder and
Nusrat Zahan and
Rui Shu and
Monica Metro and
Valeri Kozarev and
Tim Menzies and
Laurie A. Williams},
title = {Do {I} really need all this work to find vulnerabilities?},
journal = {Empir. Softw. Eng.},
volume = {27},
number = {6},
pages = {154},
year = {2022},
url = {https://doi.org/10.1007/s10664-022-10179-6},
doi = {10.1007/S10664-022-10179-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/ElderZSMKMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/XiaSSM22,
author = {Tianpei Xia and
Rui Shu and
Xipeng Shen and
Tim Menzies},
title = {Sequential Model Optimization for Software Effort Estimation},
journal = {{IEEE} Trans. Software Eng.},
volume = {48},
number = {6},
pages = {1994--2009},
year = {2022},
url = {https://doi.org/10.1109/TSE.2020.3047072},
doi = {10.1109/TSE.2020.3047072},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/XiaSSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuE22,
author = {Rui Shu and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Bit Prioritization in Variational Autoencoders via Progressive Coding},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {20141--20155},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/shu22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/ShuXWM22,
author = {Rui Shu and
Tianpei Xia and
Laurie A. Williams and
Tim Menzies},
title = {Dazzle: Using Optimized Generative Adversarial Networks to Address
Security Data Class Imbalance Issue},
booktitle = {19th {IEEE/ACM} International Conference on Mining Software Repositories,
{MSR} 2022, Pittsburgh, PA, USA, May 23-24, 2022},
pages = {144--155},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3524842.3528437},
doi = {10.1145/3524842.3528437},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msr/ShuXWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11410,
author = {Rui Shu and
Tianpei Xia and
Laurie A. Williams and
Tim Menzies},
title = {Dazzle: Using Optimized Generative Adversarial Networks to Address
Security Data Class Imbalance Issue},
journal = {CoRR},
volume = {abs/2203.11410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11410},
doi = {10.48550/ARXIV.2203.11410},
eprinttype = {arXiv},
eprint = {2203.11410},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00665,
author = {Rui Shu and
Tianpei Xia and
Huy Tu and
Laurie A. Williams and
Tim Menzies},
title = {Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised
Learning)},
journal = {CoRR},
volume = {abs/2205.00665},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00665},
doi = {10.48550/ARXIV.2205.00665},
eprinttype = {arXiv},
eprint = {2205.00665},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01595,
author = {Sarah Elder and
Nusrat Zahan and
Rui Shu and
Monica Metro and
Valeri Kozarev and
Tim Menzies and
Laurie A. Williams},
title = {Do {I} really need all this work to find vulnerabilities? An empirical
case study comparing vulnerability detection techniques on a Java
application},
journal = {CoRR},
volume = {abs/2208.01595},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01595},
doi = {10.48550/ARXIV.2208.01595},
eprinttype = {arXiv},
eprint = {2208.01595},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/ShuXCWM21,
author = {Rui Shu and
Tianpei Xia and
Jianfeng Chen and
Laurie A. Williams and
Tim Menzies},
title = {How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter
Optimization)},
journal = {Empir. Softw. Eng.},
volume = {26},
number = {3},
pages = {53},
year = {2021},
url = {https://doi.org/10.1007/s10664-020-09906-8},
doi = {10.1007/S10664-020-09906-8},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/ShuXCWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuSGGSGE21,
author = {Yilun Xu and
Yang Song and
Sahaj Garg and
Linyuan Gong and
Rui Shu and
Aditya Grover and
Stefano Ermon},
title = {Anytime Sampling for Autoregressive Models via Ordered Autoencoding},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=TSRTzJnuEBS},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuSGGSGE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenSPBE21,
author = {Tung D. Nguyen and
Rui Shu and
Tuan Pham and
Hung Bui and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Temporal Predictive Coding For Model-Based Planning In Latent Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8130--8139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenSPBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ElderZKSMW21,
author = {Sarah Elder and
Nusrat Zahan and
Valeri Kozarev and
Rui Shu and
Tim Menzies and
Laurie A. Williams},
title = {Structuring a Comprehensive Software Security Course Around the {OWASP}
Application Security Verification Standard},
booktitle = {43rd {IEEE/ACM} International Conference on Software Engineering:
Software Engineering Education and Training, {ICSE} {(SEET)} 2021,
Madrid, Spain, May 25-28, 2021},
pages = {95--104},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICSE-SEET52601.2021.00019},
doi = {10.1109/ICSE-SEET52601.2021.00019},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/ElderZKSMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11495,
author = {Yilun Xu and
Yang Song and
Sahaj Garg and
Linyuan Gong and
Rui Shu and
Aditya Grover and
Stefano Ermon},
title = {Anytime Sampling for Autoregressive Models via Ordered Autoencoding},
journal = {CoRR},
volume = {abs/2102.11495},
year = {2021},
url = {https://arxiv.org/abs/2102.11495},
eprinttype = {arXiv},
eprint = {2102.11495},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05088,
author = {Sarah Elder and
Nusrat Zahan and
Val Kozarev and
Rui Shu and
Tim Menzies and
Laurie A. Williams},
title = {Structuring a Comprehensive Software Security Course Around the {OWASP}
Application Security Verification Standard},
journal = {CoRR},
volume = {abs/2103.05088},
year = {2021},
url = {https://arxiv.org/abs/2103.05088},
eprinttype = {arXiv},
eprint = {2103.05088},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07156,
author = {Tung D. Nguyen and
Rui Shu and
Tuan Pham and
Hung Bui and
Stefano Ermon},
title = {Temporal Predictive Coding For Model-Based Planning In Latent Space},
journal = {CoRR},
volume = {abs/2106.07156},
year = {2021},
url = {https://arxiv.org/abs/2106.07156},
eprinttype = {arXiv},
eprint = {2106.07156},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/XiaLZS20,
author = {Chaoqun Xia and
Xiaorun Li and
Liaoying Zhao and
Rui Shu},
title = {Infrared Small Target Detection Based on Multiscale Local Contrast
Measure Using Local Energy Factor},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {17},
number = {1},
pages = {157--161},
year = {2020},
url = {https://doi.org/10.1109/LGRS.2019.2914432},
doi = {10.1109/LGRS.2019.2914432},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/XiaLZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GroverCSCE20,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing
Flows},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4028--4035},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5820},
doi = {10.1609/AAAI.V34I04.5820},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GroverCSCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LevineCSLGB20,
author = {Nir Levine and
Yinlam Chow and
Rui Shu and
Ang Li and
Mohammad Ghavamzadeh and
Hung Bui},
title = {Prediction, Consistency, Curvature: Representation Learning for Locally-Linear
Control},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJxG\_0EtDS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LevineCSLGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuCKEP20,
author = {Rui Shu and
Yining Chen and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Weakly Supervised Disentanglement with Guarantees},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJgSwyBKvr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuCKEP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiGSSE20,
author = {Kristy Choi and
Aditya Grover and
Trisha Singh and
Rui Shu and
Stefano Ermon},
title = {Fair Generative Modeling via Weak Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1887--1898},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChoiGSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuNCPTGEB20,
author = {Rui Shu and
Tung Nguyen and
Yinlam Chow and
Tuan Pham and
Khoat Than and
Mohammad Ghavamzadeh and
Stefano Ermon and
Hung H. Bui},
title = {Predictive Coding for Locally-Linear Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8862--8871},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shu20a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShuNCPTGEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/NaruiSGE20,
author = {Hirokazu Narui and
Rui Shu and
F{\'{e}}lix F. Gonz{\'{a}}lez{-}Navarro and
Stefano Ermon},
editor = {Arash Shaban{-}Nejad and
Martin Michalowski},
title = {Domain Adaptation for Human Fall Detection Using WiFi Channel State
Information},
booktitle = {Precision Health and Medicine - {A} Digital Revolution in Healthcare},
series = {Studies in Computational Intelligence},
volume = {843},
pages = {177--181},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-24409-5\_17},
doi = {10.1007/978-3-030-24409-5\_17},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/NaruiSGE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01086,
author = {Rui Shu and
Tung Nguyen and
Yinlam Chow and
Tuan Pham and
Khoat Than and
Mohammad Ghavamzadeh and
Stefano Ermon and
Hung H. Bui},
title = {Predictive Coding for Locally-Linear Control},
journal = {CoRR},
volume = {abs/2003.01086},
year = {2020},
url = {https://arxiv.org/abs/2003.01086},
eprinttype = {arXiv},
eprint = {2003.01086},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07240,
author = {Tianpei Xia and
Wei Fu and
Rui Shu and
Tim Menzies},
title = {Predicting Project Health for Open Source Projects (using the {DECART}
Hyperparameter Optimizer)},
journal = {CoRR},
volume = {abs/2006.07240},
year = {2020},
url = {https://arxiv.org/abs/2006.07240},
eprinttype = {arXiv},
eprint = {2006.07240},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12720,
author = {Rui Shu and
Tianpei Xia and
Laurie A. Williams and
Tim Menzies},
title = {Omni: Automated Ensemble with Unexpected Models against Adversarial
Evasion Attack},
journal = {CoRR},
volume = {abs/2011.12720},
year = {2020},
url = {https://arxiv.org/abs/2011.12720},
eprinttype = {arXiv},
eprint = {2011.12720},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmihi/GaoLYYSJZXS19,
author = {Xican Gao and
Liwen Liu and
Jingru Yan and
Shanling Yang and
Rui Shu and
Yan Ju and
Ge Zhang and
Yao Xiao and
Hongping Song},
title = {A Comparison of the Acceptance of Female Subjects Between Mammography,
Automated Breast Ultrasound and Hand-Held Ultrasound},
journal = {J. Medical Imaging Health Informatics},
volume = {9},
number = {4},
pages = {768--775},
year = {2019},
url = {https://doi.org/10.1166/jmihi.2019.2655},
doi = {10.1166/JMIHI.2019.2655},
timestamp = {Tue, 30 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmihi/GaoLYYSJZXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShuBWE19,
author = {Rui Shu and
Hung H. Bui and
Jay Whang and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Training Variational Autoencoders with Buffered Stochastic Variational
Inference},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2134--2143},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/shu19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShuBWE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GroverCSCE19,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Learning from multiple domains via normalizing flows},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1lNELLKuN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GroverCSCE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10294,
author = {Rui Shu and
Hung H. Bui and
Jay Whang and
Stefano Ermon},
title = {Training Variational Autoencoders with Buffered Stochastic Variational
Inference},
journal = {CoRR},
volume = {abs/1902.10294},
year = {2019},
url = {http://arxiv.org/abs/1902.10294},
eprinttype = {arXiv},
eprint = {1902.10294},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06872,
author = {Rui Shu and
Tianpei Xia and
Laurie A. Williams and
Tim Menzies},
title = {Better Security Bug Report Classification via Hyperparameter Optimization},
journal = {CoRR},
volume = {abs/1905.06872},
year = {2019},
url = {http://arxiv.org/abs/1905.06872},
eprinttype = {arXiv},
eprint = {1905.06872},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12892,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing
Flows},
journal = {CoRR},
volume = {abs/1905.12892},
year = {2019},
url = {http://arxiv.org/abs/1905.12892},
eprinttype = {arXiv},
eprint = {1905.12892},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01506,
author = {Nir Levine and
Yinlam Chow and
Rui Shu and
Ang Li and
Mohammad Ghavamzadeh and
Hung Bui},
title = {Prediction, Consistency, Curvature: Representation Learning for Locally-Linear
Control},
journal = {CoRR},
volume = {abs/1909.01506},
year = {2019},
url = {http://arxiv.org/abs/1909.01506},
eprinttype = {arXiv},
eprint = {1909.01506},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09772,
author = {Rui Shu and
Yining Chen and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Weakly Supervised Disentanglement with Guarantees},
journal = {CoRR},
volume = {abs/1910.09772},
year = {2019},
url = {http://arxiv.org/abs/1910.09772},
eprinttype = {arXiv},
eprint = {1910.09772},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12008,
author = {Aditya Grover and
Kristy Choi and
Rui Shu and
Stefano Ermon},
title = {Fair Generative Modeling via Weak Supervision},
journal = {CoRR},
volume = {abs/1910.12008},
year = {2019},
url = {http://arxiv.org/abs/1910.12008},
eprinttype = {arXiv},
eprint = {1910.12008},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02476,
author = {Rui Shu and
Tianpei Xia and
Jianfeng Chen and
Laurie A. Williams and
Tim Menzies},
title = {Improved Recognition of Security Bugs via Dual Hyperparameter Optimization},
journal = {CoRR},
volume = {abs/1911.02476},
year = {2019},
url = {http://arxiv.org/abs/1911.02476},
eprinttype = {arXiv},
eprint = {1911.02476},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04189,
author = {Tianpei Xia and
Jianfeng Chen and
Rui Shu and
Tim Menzies},
title = {Sequential Model Optimization for Software Process Control},
journal = {CoRR},
volume = {abs/1912.04189},
year = {2019},
url = {http://arxiv.org/abs/1912.04189},
eprinttype = {arXiv},
eprint = {1912.04189},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BanijamaliSGB018,
author = {Ershad Banijamali and
Rui Shu and
Mohammad Ghavamzadeh and
Hung Bui and
Ali Ghodsi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Robust Locally-Linear Controllable Embedding},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1751--1759},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/banijamali18a.html},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/BanijamaliSGB018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuBNE18,
author = {Rui Shu and
Hung H. Bui and
Hirokazu Narui and
Stefano Ermon},
title = {A {DIRT-T} Approach to Unsupervised Domain Adaptation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1q-TM-AW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuBNE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuZK18,
author = {Rui Shu and
Shengjia Zhao and
Mykel J. Kochenderfer},
title = {Rethinking Style and Content Disentanglement in Variational Autoencoders},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B1rQtwJDG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuZK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuBZKE18,
author = {Rui Shu and
Hung H. Bui and
Shengjia Zhao and
Mykel J. Kochenderfer and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Amortized Inference Regularization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4398--4407},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/1819932ff5cf474f4f19e7c7024640c2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShuBZKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongSKE18,
author = {Yang Song and
Rui Shu and
Nate Kushman and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Constructing Unrestricted Adversarial Examples with Generative Models},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8322--8333},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8cea559c47e4fbdb73b23e0223d04e79-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongSKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/EismannLSBE18,
author = {Stephan Eismann and
Daniel Levy and
Rui Shu and
Stefan Bartzsch and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Bayesian optimization and attribute adjustment},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {1042--1052},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/362.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/EismannLSBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08735,
author = {Rui Shu and
Hung H. Bui and
Hirokazu Narui and
Stefano Ermon},
title = {A {DIRT-T} Approach to Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/1802.08735},
year = {2018},
url = {http://arxiv.org/abs/1802.08735},
eprinttype = {arXiv},
eprint = {1802.08735},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07894,
author = {Yang Song and
Rui Shu and
Nate Kushman and
Stefano Ermon},
title = {Generative Adversarial Examples},
journal = {CoRR},
volume = {abs/1805.07894},
year = {2018},
url = {http://arxiv.org/abs/1805.07894},
eprinttype = {arXiv},
eprint = {1805.07894},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08913,
author = {Rui Shu and
Hung H. Bui and
Shengjia Zhao and
Mykel J. Kochenderfer and
Stefano Ermon},
title = {Amortized Inference Regularization},
journal = {CoRR},
volume = {abs/1805.08913},
year = {2018},
url = {http://arxiv.org/abs/1805.08913},
eprinttype = {arXiv},
eprint = {1805.08913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/ShuGE17,
author = {Rui Shu and
Xiaohui Gu and
William Enck},
editor = {Gail{-}Joon Ahn and
Alexander Pretschner and
Gabriel Ghinita},
title = {A Study of Security Vulnerabilities on Docker Hub},
booktitle = {Proceedings of the Seventh {ACM} Conference on Data and Application
Security and Privacy, {CODASPY} 2017, Scottsdale, AZ, USA, March 22-24,
2017},
pages = {269--280},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3029806.3029832},
doi = {10.1145/3029806.3029832},
timestamp = {Wed, 16 Sep 2020 11:48:10 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/ShuGE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuBG17,
author = {Rui Shu and
Hung Hai Bui and
Mohammad Ghavamzadeh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bottleneck Conditional Density Estimation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3164--3172},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shu17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05373,
author = {Ershad Banijamali and
Rui Shu and
Mohammad Ghavamzadeh and
Hung Bui and
Ali Ghodsi},
title = {Robust Locally-Linear Controllable Embedding},
journal = {CoRR},
volume = {abs/1710.05373},
year = {2017},
url = {http://arxiv.org/abs/1710.05373},
eprinttype = {arXiv},
eprint = {1710.05373},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ShuWGANDGEG16,
author = {Rui Shu and
Peipei Wang and
Sigmund Albert Gorski III and
Benjamin Andow and
Adwait Nadkarni and
Luke Deshotels and
Jason Gionta and
William Enck and
Xiaohui Gu},
title = {A Study of Security Isolation Techniques},
journal = {{ACM} Comput. Surv.},
volume = {49},
number = {3},
pages = {50:1--50:37},
year = {2016},
url = {https://doi.org/10.1145/2988545},
doi = {10.1145/2988545},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/ShuWGANDGEG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/BrofosSZ16,
author = {James Brofos and
Rui Shu and
Frank Zhang},
editor = {Henrik Bostr{\"{o}}m and
Arno J. Knobbe and
Carlos Soares and
Panagiotis Papapetrou},
title = {The Optimistic Method for Model Estimation},
booktitle = {Advances in Intelligent Data Analysis {XV} - 15th International Symposium,
{IDA} 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9897},
pages = {146--157},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46349-0\_13},
doi = {10.1007/978-3-319-46349-0\_13},
timestamp = {Sun, 02 Jun 2019 21:13:53 +0200},
biburl = {https://dblp.org/rec/conf/ida/BrofosSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShuBG16,
author = {Rui Shu and
Hung Hai Bui and
Mohammad Ghavamzadeh},
title = {Bottleneck Conditional Density Estimation},
journal = {CoRR},
volume = {abs/1611.08568},
year = {2016},
url = {http://arxiv.org/abs/1611.08568},
eprinttype = {arXiv},
eprint = {1611.08568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShuBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BrofosS15,
author = {James Brofos and
Rui Shu},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Parallelization of Minimum Probability Flow on Binary Markov Random
Fields},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {347--350},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.10},
doi = {10.1109/ICMLA.2015.10},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/BrofosS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrofosKS14,
author = {James Brofos and
Ajay Kannan and
Rui Shu},
title = {Automated Attribution and Intertextual Analysis},
journal = {CoRR},
volume = {abs/1405.0616},
year = {2014},
url = {http://arxiv.org/abs/1405.0616},
eprinttype = {arXiv},
eprint = {1405.0616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrofosKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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