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ORCIDBibTeX records: Xi Wu 0001
@inproceedings{DBLP:conf/iclr/Shi0LR0LJ23,
author = {Zhenmei Shi and
Jiefeng Chen and
Kunyang Li and
Jayaram Raghuram and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {The Trade-off between Universality and Label Efficiency of Representations
from Contrastive Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=rvsbw2YthH\_},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Shi0LR0LJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001RC0LJ23,
author = {Jiefeng Chen and
Jayaram Raghuram and
Jihye Choi and
Xi Wu and
Yingyu Liang and
Somesh Jha},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Stratified Adversarial Robustness with Rejection},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4867--4894},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23w.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001RC0LJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00120,
author = {Xi Wu and
Joe Benassi and
Yaqi Zhang and
Uyeong Jang and
James Foster and
Stella Kim and
Yujing Sun and
Somesh Jha and
John Cieslewicz and
Jeffrey F. Naughton},
title = {Holistic Cube Analysis: {A} Query Framework for Data Insights},
journal = {CoRR},
volume = {abs/2302.00120},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00120},
doi = {10.48550/ARXIV.2302.00120},
eprinttype = {arXiv},
eprint = {2302.00120},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00106,
author = {Zhenmei Shi and
Jiefeng Chen and
Kunyang Li and
Jayaram Raghuram and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {The Trade-off between Universality and Label Efficiency of Representations
from Contrastive Learning},
journal = {CoRR},
volume = {abs/2303.00106},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00106},
doi = {10.48550/ARXIV.2303.00106},
eprinttype = {arXiv},
eprint = {2303.00106},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01139,
author = {Jiefeng Chen and
Jayaram Raghuram and
Jihye Choi and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {Stratified Adversarial Robustness with Rejection},
journal = {CoRR},
volume = {abs/2305.01139},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01139},
doi = {10.48550/ARXIV.2305.01139},
eprinttype = {arXiv},
eprint = {2305.01139},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17528,
author = {Nils Palumbo and
Yang Guo and
Xi Wu and
Jiefeng Chen and
Yingyu Liang and
Somesh Jha},
title = {Two Heads are Better than One: Towards Better Adversarial Robustness
by Combining Transduction and Rejection},
journal = {CoRR},
volume = {abs/2305.17528},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17528},
doi = {10.48550/ARXIV.2305.17528},
eprinttype = {arXiv},
eprint = {2305.17528},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04824,
author = {Xi Wu and
Xiangyao Yu and
Shaleen Deep and
Ahmed Mahmood and
Uyeong Jang and
Stratis Viglas and
Somesh Jha and
John Cieslewicz and
Jeffrey F. Naughton},
title = {Bilevel Relations and Their Applications to Data Insights},
journal = {CoRR},
volume = {abs/2311.04824},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04824},
doi = {10.48550/ARXIV.2311.04824},
eprinttype = {arXiv},
eprint = {2311.04824},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuiWHLY22,
author = {Yan Hui and
Xi Wu and
Xiuhua Hu and
Huan Liu and
Shijie You},
title = {Unsupervised Cross-Domain Person Re-Identification Method Based on
Attention Block and Refined Clustering},
journal = {{IEEE} Access},
volume = {10},
pages = {105930--105941},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3209239},
doi = {10.1109/ACCESS.2022.3209239},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HuiWHLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/HuLCHLW22,
author = {Xiuhua Hu and
Huan Liu and
Yuan Chen and
Yan Hui and
Yingyu Liang and
Xi Wu},
title = {Siamese Network Object Tracking Algorithm Combining Attention Mechanism
and Correlation Filter Theory},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {36},
number = {1},
pages = {2250003:1--2250003:19},
year = {2022},
url = {https://doi.org/10.1142/S0218001422500033},
doi = {10.1142/S0218001422500033},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/HuLCHLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/HuiLHWL22,
author = {Yan Hui and
Yingyu Liang and
Xiuhua Hu and
Xi Wu and
Huan Liu},
title = {Person Re-Identification Combined with Style Transfer and Pose Generation},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {36},
number = {2},
pages = {2256003:1--2256003:18},
year = {2022},
url = {https://doi.org/10.1142/S0218001422560031},
doi = {10.1142/S0218001422560031},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/HuiLHWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/HuLHWLH22,
author = {Xiuhua Hu and
Yingyu Liang and
Yan Hui and
Xi Wu and
Huan Liu and
Xuyang Hu},
title = {Person Re-Identification Method Based on the Construction of Graph
Convolutional Network with Attribute Feature},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {36},
number = {12},
pages = {2256019:1--2256019:20},
year = {2022},
url = {https://doi.org/10.1142/S0218001422560195},
doi = {10.1142/S0218001422560195},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/HuLHWLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/HuLHWZ22,
author = {Xiuhua Hu and
Huan Liu and
Yan Hui and
Xi Wu and
Jing Zhao},
title = {Transformer Feature Enhancement Network with Template Update for Object
Tracking},
journal = {Sensors},
volume = {22},
number = {14},
pages = {5219},
year = {2022},
url = {https://doi.org/10.3390/s22145219},
doi = {10.3390/S22145219},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/HuLHWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00010GLJ22,
author = {Jiefeng Chen and
Xi Wu and
Yang Guo and
Yingyu Liang and
Somesh Jha},
title = {Towards Evaluating the Robustness of Neural Networks Learned by Transduction},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=\_5js\_8uTrx1},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00010GLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/AbuzaidKSGXSASM21,
author = {Firas Abuzaid and
Peter Kraft and
Sahaana Suri and
Edward Gan and
Eric Xu and
Atul Shenoy and
Asvin Ananthanarayan and
John Sheu and
Erik Meijer and
Xi Wu and
Jeffrey F. Naughton and
Peter Bailis and
Matei Zaharia},
title = {{DIFF:} a relational interface for large-scale data explanation},
journal = {{VLDB} J.},
volume = {30},
number = {1},
pages = {45--70},
year = {2021},
url = {https://doi.org/10.1007/s00778-020-00633-6},
doi = {10.1007/S00778-020-00633-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/AbuzaidKSGXSASM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLAWLJ21,
author = {Jiefeng Chen and
Frederick Liu and
Besim Avci and
Xi Wu and
Yingyu Liang and
Somesh Jha},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training
Ensembles},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14980--14992},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7dd3ed2e12d7967b656d156d50308263-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenLAWLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenLWLJ21,
author = {Jiefeng Chen and
Yixuan Li and
Xi Wu and
Yingyu Liang and
Somesh Jha},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{ATOM:} Robustifying Out-of-Distribution Detection Using Outlier Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {430--445},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_26},
doi = {10.1007/978-3-030-86523-8\_26},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenLWLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08387,
author = {Jiefeng Chen and
Yang Guo and
Xi Wu and
Tianqi Li and
Qicheng Lao and
Yingyu Liang and
Somesh Jha},
title = {Towards Adversarial Robustness via Transductive Learning},
journal = {CoRR},
volume = {abs/2106.08387},
year = {2021},
url = {https://arxiv.org/abs/2106.08387},
eprinttype = {arXiv},
eprint = {2106.08387},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15728,
author = {Jiefeng Chen and
Frederick Liu and
Besim Avci and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training
Ensembles},
journal = {CoRR},
volume = {abs/2106.15728},
year = {2021},
url = {https://arxiv.org/abs/2106.15728},
eprinttype = {arXiv},
eprint = {2106.15728},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14735,
author = {Jiefeng Chen and
Xi Wu and
Yang Guo and
Yingyu Liang and
Somesh Jha},
title = {Towards Evaluating the Robustness of Neural Networks Learned by Transduction},
journal = {CoRR},
volume = {abs/2110.14735},
year = {2021},
url = {https://arxiv.org/abs/2110.14735},
eprinttype = {arXiv},
eprint = {2110.14735},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChalasaniC00J20,
author = {Prasad Chalasani and
Jiefeng Chen and
Amrita Roy Chowdhury and
Xi Wu and
Somesh Jha},
title = {Concise Explanations of Neural Networks using Adversarial Training},
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 = {1383--1391},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chalasani20a.html},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChalasaniC00J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09711,
author = {Jiefeng Chen and
Yixuan Li and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {Robust Out-of-distribution Detection in Neural Networks},
journal = {CoRR},
volume = {abs/2003.09711},
year = {2020},
url = {https://arxiv.org/abs/2003.09711},
eprinttype = {arXiv},
eprint = {2003.09711},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10390,
author = {Xi Wu and
Yang Guo and
Jiefeng Chen and
Yingyu Liang and
Somesh Jha and
Prasad Chalasani},
title = {Representation Bayesian Risk Decompositions and Multi-Source Domain
Adaptation},
journal = {CoRR},
volume = {abs/2004.10390},
year = {2020},
url = {https://arxiv.org/abs/2004.10390},
eprinttype = {arXiv},
eprint = {2004.10390},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15207,
author = {Jiefeng Chen and
Yixuan Li and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {Robust Out-of-distribution Detection via Informative Outlier Mining},
journal = {CoRR},
volume = {abs/2006.15207},
year = {2020},
url = {https://arxiv.org/abs/2006.15207},
eprinttype = {arXiv},
eprint = {2006.15207},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/Chen0RLJ19,
author = {Jiefeng Chen and
Xi Wu and
Vaibhav Rastogi and
Yingyu Liang and
Somesh Jha},
title = {Towards Understanding Limitations of Pixel Discretization Against
Adversarial Attacks},
booktitle = {{IEEE} European Symposium on Security and Privacy, EuroS{\&}P
2019, Stockholm, Sweden, June 17-19, 2019},
pages = {480--495},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EuroSP.2019.00042},
doi = {10.1109/EUROSP.2019.00042},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurosp/Chen0RLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Chen0RLJ19,
author = {Jiefeng Chen and
Xi Wu and
Vaibhav Rastogi and
Yingyu Liang and
Somesh Jha},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Robust Attribution Regularization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14300--14310},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/172ef5a94b4dd0aa120c6878fc29f70c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Chen0RLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiCZ00NP19,
author = {Fengan Li and
Lingjiao Chen and
Yijing Zeng and
Arun Kumar and
Xi Wu and
Jeffrey F. Naughton and
Jignesh M. Patel},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient
Descent},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1517--1534},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3300070},
doi = {10.1145/3299869.3300070},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiCZ00NP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09957,
author = {Jiefeng Chen and
Xi Wu and
Vaibhav Rastogi and
Yingyu Liang and
Somesh Jha},
title = {Robust Attribution Regularization},
journal = {CoRR},
volume = {abs/1905.09957},
year = {2019},
url = {http://arxiv.org/abs/1905.09957},
eprinttype = {arXiv},
eprint = {1905.09957},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10900,
author = {Varun Chandrasekaran and
Brian Tang and
Varsha Pendyala and
Kassem Fawaz and
Somesh Jha and
Xi Wu},
title = {Enhancing {ML} Robustness Using Physical-World Constraints},
journal = {CoRR},
volume = {abs/1905.10900},
year = {2019},
url = {http://arxiv.org/abs/1905.10900},
eprinttype = {arXiv},
eprint = {1905.10900},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AbuzaidKSGXSASM18,
author = {Firas Abuzaid and
Peter Kraft and
Sahaana Suri and
Edward Gan and
Eric Xu and
Atul Shenoy and
Asvin Anathanaraya and
John Sheu and
Erik Meijer and
Xi Wu and
Jeffrey F. Naughton and
Peter Bailis and
Matei Zaharia},
title = {{DIFF:} {A} Relational Interface for Large-Scale Data Explanation},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {4},
pages = {419--432},
year = {2018},
url = {http://www.vldb.org/pvldb/vol12/p419-abuzaid.pdf},
doi = {10.14778/3297753.3297761},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/AbuzaidKSGXSASM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001JCCJ18,
author = {Xi Wu and
Uyeong Jang and
Jiefeng Chen and
Lingjiao Chen and
Somesh Jha},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Reinforcing Adversarial Robustness using Model Confidence Induced
by Adversarial Training},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5330--5338},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wu18e.html},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001JCCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07816,
author = {Jiefeng Chen and
Xi Wu and
Yingyu Liang and
Somesh Jha},
title = {Improving Adversarial Robustness by Data-Specific Discretization},
journal = {CoRR},
volume = {abs/1805.07816},
year = {2018},
url = {http://arxiv.org/abs/1805.07816},
eprinttype = {arXiv},
eprint = {1805.07816},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06583,
author = {Prasad Chalasani and
Jiefeng Chen and
Amrita Roy Chowdhury and
Somesh Jha and
Xi Wu},
title = {Concise Explanations of Neural Networks using Adversarial Training},
journal = {CoRR},
volume = {abs/1810.06583},
year = {2018},
url = {http://arxiv.org/abs/1810.06583},
eprinttype = {arXiv},
eprint = {1810.06583},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/Jang0J17,
author = {Uyeong Jang and
Xi Wu and
Somesh Jha},
title = {Objective Metrics and Gradient Descent Algorithms for Adversarial
Examples in Machine Learning},
booktitle = {Proceedings of the 33rd Annual Computer Security Applications Conference,
Orlando, FL, USA, December 4-8, 2017},
pages = {262--277},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3134600.3134635},
doi = {10.1145/3134600.3134635},
timestamp = {Tue, 06 Nov 2018 16:59:23 +0100},
biburl = {https://dblp.org/rec/conf/acsac/Jang0J17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0001LKCJN17,
author = {Xi Wu and
Fengan Li and
Arun Kumar and
Kamalika Chaudhuri and
Somesh Jha and
Jeffrey F. Naughton},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based
Analytics},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1307--1322},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3064047},
doi = {10.1145/3035918.3064047},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/0001LKCJN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiCKNP017,
author = {Fengan Li and
Lingjiao Chen and
Arun Kumar and
Jeffrey F. Naughton and
Jignesh M. Patel and
Xi Wu},
title = {When Lempel-Ziv-Welch Meets Machine Learning: {A} Case Study of Accelerating
Machine Learning using Coding},
journal = {CoRR},
volume = {abs/1702.06943},
year = {2017},
url = {http://arxiv.org/abs/1702.06943},
eprinttype = {arXiv},
eprint = {1702.06943},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiCKNP017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08001,
author = {Xi Wu and
Uyeong Jang and
Lingjiao Chen and
Somesh Jha},
title = {Manifold Assumption and Defenses Against Adversarial Perturbations},
journal = {CoRR},
volume = {abs/1711.08001},
year = {2017},
url = {http://arxiv.org/abs/1711.08001},
eprinttype = {arXiv},
eprint = {1711.08001},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csfw/0001FJN16,
author = {Xi Wu and
Matthew Fredrikson and
Somesh Jha and
Jeffrey F. Naughton},
title = {A Methodology for Formalizing Model-Inversion Attacks},
booktitle = {{IEEE} 29th Computer Security Foundations Symposium, {CSF} 2016, Lisbon,
Portugal, June 27 - July 1, 2016},
pages = {355--370},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CSF.2016.32},
doi = {10.1109/CSF.2016.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csfw/0001FJN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/PapernotM0JS16,
author = {Nicolas Papernot and
Patrick D. McDaniel and
Xi Wu and
Somesh Jha and
Ananthram Swami},
title = {Distillation as a Defense to Adversarial Perturbations Against Deep
Neural Networks},
booktitle = {{IEEE} Symposium on Security and Privacy, {SP} 2016, San Jose, CA,
USA, May 22-26, 2016},
pages = {582--597},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SP.2016.41},
doi = {10.1109/SP.2016.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sp/PapernotM0JS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001KCJN16,
author = {Xi Wu and
Arun Kumar and
Kamalika Chaudhuri and
Somesh Jha and
Jeffrey F. Naughton},
title = {Differentially Private Stochastic Gradient Descent for in-RDBMS Analytics},
journal = {CoRR},
volume = {abs/1606.04722},
year = {2016},
url = {http://arxiv.org/abs/1606.04722},
eprinttype = {arXiv},
eprint = {1606.04722},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0001KCJN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/HermelinKSWW15,
author = {Danny Hermelin and
Stefan Kratsch and
Karolina Soltys and
Magnus Wahlstr{\"{o}}m and
Xi Wu},
title = {A Completeness Theory for Polynomial (Turing) Kernelization},
journal = {Algorithmica},
volume = {71},
number = {3},
pages = {702--730},
year = {2015},
url = {https://doi.org/10.1007/s00453-014-9910-8},
doi = {10.1007/S00453-014-9910-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithmica/HermelinKSWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapernotMWJS15,
author = {Nicolas Papernot and
Patrick D. McDaniel and
Xi Wu and
Somesh Jha and
Ananthram Swami},
title = {Distillation as a Defense to Adversarial Perturbations against Deep
Neural Networks},
journal = {CoRR},
volume = {abs/1511.04508},
year = {2015},
url = {http://arxiv.org/abs/1511.04508},
eprinttype = {arXiv},
eprint = {1511.04508},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapernotMWJS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001FWJN15,
author = {Xi Wu and
Matthew Fredrikson and
Wentao Wu and
Somesh Jha and
Jeffrey F. Naughton},
title = {Revisiting Differentially Private Regression: Lessons From Learning
Theory and their Consequences},
journal = {CoRR},
volume = {abs/1512.06388},
year = {2015},
url = {http://arxiv.org/abs/1512.06388},
eprinttype = {arXiv},
eprint = {1512.06388},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001FWJN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WuWHN14,
author = {Wentao Wu and
Xi Wu and
Hakan Hacig{\"{u}}m{\"{u}}s and
Jeffrey F. Naughton},
title = {Uncertainty Aware Query Execution Time Prediction},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {14},
pages = {1857--1868},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1857-wu.pdf},
doi = {10.14778/2733085.2733092},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuWHN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuWHN14,
author = {Wentao Wu and
Xi Wu and
Hakan Hacig{\"{u}}m{\"{u}}s and
Jeffrey F. Naughton},
title = {Uncertainty Aware Query Execution Time Prediction},
journal = {CoRR},
volume = {abs/1408.6589},
year = {2014},
url = {http://arxiv.org/abs/1408.6589},
eprinttype = {arXiv},
eprint = {1408.6589},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuWHN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwpec/HermelinKSWW13,
author = {Danny Hermelin and
Stefan Kratsch and
Karolina Soltys and
Magnus Wahlstr{\"{o}}m and
Xi Wu},
editor = {Gregory Z. Gutin and
Stefan Szeider},
title = {A Completeness Theory for Polynomial (Turing) Kernelization},
booktitle = {Parameterized and Exact Computation - 8th International Symposium,
{IPEC} 2013, Sophia Antipolis, France, September 4-6, 2013, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8246},
pages = {202--215},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03898-8\_18},
doi = {10.1007/978-3-319-03898-8\_18},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/iwpec/HermelinKSWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/HermelinW12,
author = {Danny Hermelin and
Xi Wu},
editor = {Yuval Rabani},
title = {Weak compositions and their applications to polynomial lower bounds
for kernelization},
booktitle = {Proceedings of the Twenty-Third Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2012, Kyoto, Japan, January 17-19, 2012},
pages = {104--113},
publisher = {{SIAM}},
year = {2012},
url = {https://doi.org/10.1137/1.9781611973099.9},
doi = {10.1137/1.9781611973099.9},
timestamp = {Tue, 02 Feb 2021 17:07:31 +0100},
biburl = {https://dblp.org/rec/conf/soda/HermelinW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/WangLCWCZZ11,
author = {Zhaoguo Wang and
Ran Liu and
Yufei Chen and
Xi Wu and
Haibo Chen and
Weihua Zhang and
Binyu Zang},
editor = {Calin Cascaval and
Pen{-}Chung Yew},
title = {{COREMU:} a scalable and portable parallel full-system emulator},
booktitle = {Proceedings of the 16th {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, {PPOPP} 2011, San Antonio, TX, USA,
February 12-16, 2011},
pages = {213--222},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1941553.1941583},
doi = {10.1145/1941553.1941583},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/WangLCWCZZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-0976,
author = {Danny Hermelin and
Stefan Kratsch and
Karolina Soltys and
Magnus Wahlstr{\"{o}}m and
Xi Wu},
title = {Hierarchies of Inefficient Kernelizability},
journal = {CoRR},
volume = {abs/1110.0976},
year = {2011},
url = {http://arxiv.org/abs/1110.0976},
eprinttype = {arXiv},
eprint = {1110.0976},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-0976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/HermelinW11,
author = {Danny Hermelin and
Xi Wu},
title = {Weak Compositions and Their Applications to Polynomial Lower-Bounds
for Kernelization},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR11-072}},
year = {2011},
url = {https://eccc.weizmann.ac.il/report/2011/072},
eprinttype = {ECCC},
eprint = {TR11-072},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/HermelinW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpm/FleischerGNUWWW10,
author = {Rudolf Fleischer and
Jiong Guo and
Rolf Niedermeier and
Johannes Uhlmann and
Yihui Wang and
Mathias Weller and
Xi Wu},
editor = {Amihood Amir and
Laxmi Parida},
title = {Extended Islands of Tractability for Parsimony Haplotyping},
booktitle = {Combinatorial Pattern Matching, 21st Annual Symposium, {CPM} 2010,
New York, NY, USA, June 21-23, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6129},
pages = {214--226},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13509-5\_20},
doi = {10.1007/978-3-642-13509-5\_20},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/cpm/FleischerGNUWWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/FleischerWY09,
author = {Rudolf Fleischer and
Xi Wu and
Liwei Yuan},
editor = {Amos Fiat and
Peter Sanders},
title = {Experimental Study of {FPT} Algorithms for the Directed Feedback Vertex
Set Problem},
booktitle = {Algorithms - {ESA} 2009, 17th Annual European Symposium, Copenhagen,
Denmark, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5757},
pages = {611--622},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04128-0\_55},
doi = {10.1007/978-3-642-04128-0\_55},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/esa/FleischerWY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/ChenYWZHY09,
author = {Haibo Chen and
Liwei Yuan and
Xi Wu and
Binyu Zang and
Bo Huang and
Pen{-}Chung Yew},
editor = {David H. Albonesi and
Margaret Martonosi and
David I. August and
Jos{\'{e}} F. Mart{\'{\i}}nez},
title = {Control flow obfuscation with information flow tracking},
booktitle = {42st Annual {IEEE/ACM} International Symposium on Microarchitecture
{(MICRO-42} 2009), December 12-16, 2009, New York, New York, {USA}},
pages = {391--400},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1669112.1669162},
doi = {10.1145/1669112.1669162},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/ChenYWZHY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/ChenWYZYC08,
author = {Haibo Chen and
Xi Wu and
Liwei Yuan and
Binyu Zang and
Pen{-}Chung Yew and
Frederic T. Chong},
title = {From Speculation to Security: Practical and Efficient Information
Flow Tracking Using Speculative Hardware},
booktitle = {35th International Symposium on Computer Architecture {(ISCA} 2008),
June 21-25, 2008, Beijing, China},
pages = {401--412},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ISCA.2008.18},
doi = {10.1109/ISCA.2008.18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/ChenWYZYC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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