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ORCIDBibTeX records: Xintao Wu
@inproceedings{DBLP:conf/aaai/HuangW24,
author = {Wen Huang and
Xintao Wu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Robustly Improving Bandit Algorithms with Confounded and Selection
Biased Offline Data: {A} Causal Approach},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {20438--20446},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30027},
doi = {10.1609/AAAI.V38I18.30027},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01327,
author = {Yujie Lin and
Dong Li and
Chen Zhao and
Xintao Wu and
Qin Tian and
Minglai Shao},
title = {Supervised Algorithmic Fairness in Distribution Shifts: {A} Survey},
journal = {CoRR},
volume = {abs/2402.01327},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01327},
doi = {10.48550/ARXIV.2402.01327},
eprinttype = {arXiv},
eprint = {2402.01327},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11750,
author = {Vinay M. S. and
Minh{-}Hao Van and
Xintao Wu},
title = {In-Context Learning Demonstration Selection via Influence Analysis},
journal = {CoRR},
volume = {abs/2402.11750},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11750},
doi = {10.48550/ARXIV.2402.11750},
eprinttype = {arXiv},
eprint = {2402.11750},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12319,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Feng Chen},
title = {Dynamic Environment Responsive Online Meta-Learning with Fairness
Awareness},
journal = {CoRR},
volume = {abs/2402.12319},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12319},
doi = {10.48550/ARXIV.2402.12319},
eprinttype = {arXiv},
eprint = {2402.12319},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14162,
author = {Minh{-}Hao Van and
Prateek Verma and
Xintao Wu},
title = {On Large Visual Language Models for Medical Imaging Analysis: An Empirical
Study},
journal = {CoRR},
volume = {abs/2402.14162},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14162},
doi = {10.48550/ARXIV.2402.14162},
eprinttype = {arXiv},
eprint = {2402.14162},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05681,
author = {Alycia N. Carey and
Karuna Bhaila and
Kennedy Edemacu and
Xintao Wu},
title = {DP-TabICL: In-Context Learning with Differentially Private Tabular
Data},
journal = {CoRR},
volume = {abs/2403.05681},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05681},
doi = {10.48550/ARXIV.2403.05681},
eprinttype = {arXiv},
eprint = {2403.05681},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10698,
author = {Minh{-}Hao Van and
Alycia N. Carey and
Xintao Wu},
title = {Robust Influence-based Training Methods for Noisy Brain {MRI}},
journal = {CoRR},
volume = {abs/2403.10698},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10698},
doi = {10.48550/ARXIV.2403.10698},
eprinttype = {arXiv},
eprint = {2403.10698},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiethics/CareyW23,
author = {Alycia N. Carey and
Xintao Wu},
title = {The statistical fairness field guide: perspectives from social and
formal sciences},
journal = {{AI} Ethics},
volume = {3},
number = {1},
pages = {1--23},
year = {2023},
url = {https://doi.org/10.1007/s43681-022-00183-3},
doi = {10.1007/S43681-022-00183-3},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/CareyW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangZWD23,
author = {Wen Huang and
Jingbo Zhou and
Xintao Wu and
Dejing Dou},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Mitigating Confounding and Selection Biases in Personalized Recommendation:
{A} Causal Approach},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {27--36},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386496},
doi = {10.1109/BIGDATA59044.2023.10386496},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangZWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MaiHDW23,
author = {Huy Mai and
Wen Huang and
Wei Du and
Xintao Wu},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {A Robust Classifier under Missing-Not-at-Random Sample Selection Bias},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1206--1213},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386877},
doi = {10.1109/BIGDATA59044.2023.10386877},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MaiHDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/VinayYW23,
author = {M. S. Vinay and
Shuhan Yuan and
Xintao Wu},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Robust Fraud Detection via Supervised Contrastive Learning},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1279--1288},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386925},
doi = {10.1109/BIGDATA59044.2023.10386925},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/VinayYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CareyBW23,
author = {Alycia N. Carey and
Karuna Bhaila and
Xintao Wu},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Randomized Response Has No Disparate Impact on Model Accuracy},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {5460--5465},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386574},
doi = {10.1109/BIGDATA59044.2023.10386574},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/CareyBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VanCW23,
author = {Minh{-}Hao Van and
Alycia N. Carey and
Xintao Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{HINT:} Healthy Influential-Noise based Training to Defend against
Data Poisoning Attacks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {608--617},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00070},
doi = {10.1109/ICDM58522.2023.00070},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VanCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoMWJKGC23,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Christan Grant and
Feng Chen},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Towards Fair Disentangled Online Learning for Changing Environments},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3480--3491},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599523},
doi = {10.1145/3580305.3599523},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoMWJKGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoCWCZ23,
author = {Chen Zhao and
Feng Chen and
Xintao Wu and
Haifeng Chen and
Jiayu Zhou},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {2nd Workshop on Ethical Artificial Intelligence: Methods and Applications
{(EAI)}},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5903--5904},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599215},
doi = {10.1145/3580305.3599215},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoCWCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/PriharHSS0WH23,
author = {Ethan Prihar and
Aaron Haim and
Tracy Jia Shen and
Adam Sales and
Dongwon Lee and
Xintao Wu and
Neil T. Heffernan},
editor = {Daniel Spikol and
Olga Viberg and
Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
Philip J. Guo},
title = {Investigating the Impact of Skill-Related Videos on Online Learning},
booktitle = {Proceedings of the Tenth {ACM} Conference on Learning @ Scale, Copenhagen,
Denmark, July 20-22, 2023},
pages = {4--13},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3573051.3593376},
doi = {10.1145/3573051.3593376},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lats/PriharHSS0WH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15641,
author = {Huy Mai and
Wen Huang and
Wei Du and
Xintao Wu},
title = {A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias},
journal = {CoRR},
volume = {abs/2305.15641},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15641},
doi = {10.48550/ARXIV.2305.15641},
eprinttype = {arXiv},
eprint = {2305.15641},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01007,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Christan Grant and
Feng Chen},
title = {Towards Fair Disentangled Online Learning for Changing Environments},
journal = {CoRR},
volume = {abs/2306.01007},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01007},
doi = {10.48550/ARXIV.2306.01007},
eprinttype = {arXiv},
eprint = {2306.01007},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01213,
author = {Aneesh Komanduri and
Yongkai Wu and
Feng Chen and
Xintao Wu},
title = {Learning Causally Disentangled Representations via the Principle of
Independent Causal Mechanisms},
journal = {CoRR},
volume = {abs/2306.01213},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01213},
doi = {10.48550/ARXIV.2306.01213},
eprinttype = {arXiv},
eprint = {2306.01213},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10055,
author = {Vinay M. S. and
Shuhan Yuan and
Xintao Wu},
title = {Robust Fraud Detection via Supervised Contrastive Learning},
journal = {CoRR},
volume = {abs/2308.10055},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10055},
doi = {10.48550/ARXIV.2308.10055},
eprinttype = {arXiv},
eprint = {2308.10055},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08043,
author = {Huy Mai and
Xintao Wu},
title = {On Prediction Feature Assignment in the Heckman Selection Model},
journal = {CoRR},
volume = {abs/2309.08043},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08043},
doi = {10.48550/ARXIV.2309.08043},
eprinttype = {arXiv},
eprint = {2309.08043},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08549,
author = {Minh{-}Hao Van and
Alycia N. Carey and
Xintao Wu},
title = {{HINT:} Healthy Influential-Noise based Training to Defend against
Data Poisoning Attacks},
journal = {CoRR},
volume = {abs/2309.08549},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08549},
doi = {10.48550/ARXIV.2309.08549},
eprinttype = {arXiv},
eprint = {2309.08549},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08569,
author = {Karuna Bhaila and
Wen Huang and
Yongkai Wu and
Xintao Wu},
title = {Local Differential Privacy in Graph Neural Networks: a Reconstruction
Approach},
journal = {CoRR},
volume = {abs/2309.08569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08569},
doi = {10.48550/ARXIV.2309.08569},
eprinttype = {arXiv},
eprint = {2309.08569},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08678,
author = {Alycia N. Carey and
Minh{-}Hao Van and
Xintao Wu},
title = {Evaluating the Impact of Local Differential Privacy on Utility Loss
via Influence Functions},
journal = {CoRR},
volume = {abs/2309.08678},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08678},
doi = {10.48550/ARXIV.2309.08678},
eprinttype = {arXiv},
eprint = {2309.08678},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11011,
author = {Aneesh Komanduri and
Xintao Wu and
Yongkai Wu and
Feng Chen},
title = {From Identifiable Causal Representations to Controllable Counterfactual
Generation: {A} Survey on Causal Generative Modeling},
journal = {CoRR},
volume = {abs/2310.11011},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11011},
doi = {10.48550/ARXIV.2310.11011},
eprinttype = {arXiv},
eprint = {2310.11011},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06737,
author = {Minh{-}Hao Van and
Xintao Wu},
title = {Detecting and Correcting Hate Speech in Multimodal Memes with Large
Visual Language Model},
journal = {CoRR},
volume = {abs/2311.06737},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06737},
doi = {10.48550/ARXIV.2311.06737},
eprinttype = {arXiv},
eprint = {2311.06737},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13816,
author = {Chen Zhao and
Kai Jiang and
Xintao Wu and
Haoliang Wang and
Latifur Khan and
Christan Grant and
Feng Chen},
title = {Fairness-Aware Domain Generalization under Covariate and Dependence
Shifts},
journal = {CoRR},
volume = {abs/2311.13816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13816},
doi = {10.48550/ARXIV.2311.13816},
eprinttype = {arXiv},
eprint = {2311.13816},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12731,
author = {Wen Huang and
Xintao Wu},
title = {Robustly Improving Bandit Algorithms with Confounded and Selection
Biased Offline Data: {A} Causal Approach},
journal = {CoRR},
volume = {abs/2312.12731},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12731},
doi = {10.48550/ARXIV.2312.12731},
eprinttype = {arXiv},
eprint = {2312.12731},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/CareyW22,
author = {Alycia N. Carey and
Xintao Wu},
title = {The Causal Fairness Field Guide: Perspectives From Social and Formal
Sciences},
journal = {Frontiers Big Data},
volume = {5},
pages = {892837},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.892837},
doi = {10.3389/FDATA.2022.892837},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/CareyW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hcisys/HuangLWLH22,
author = {Wen Huang and
Kevin Labille and
Xintao Wu and
Dongwon Lee and
Neil T. Heffernan},
title = {Achieving User-Side Fairness in Contextual Bandits},
journal = {Hum. Centric Intell. Syst.},
volume = {2},
number = {3-4},
pages = {81--94},
year = {2022},
url = {https://doi.org/10.1007/s44230-022-00008-w},
doi = {10.1007/S44230-022-00008-W},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hcisys/HuangLWLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcomsys/WangWHLGCG22,
author = {Jie Wang and
Xintao Wu and
Gang Hou and
Pengfei Li and
Ao Gao and
Zhichao Chen and
Haoyu Gao},
title = {Modeling and reliability verification of industrial control network
protocol based on time state transition matrix},
journal = {Int. J. Commun. Syst.},
volume = {35},
number = {9},
year = {2022},
url = {https://doi.org/10.1002/dac.5140},
doi = {10.1002/DAC.5140},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcomsys/WangWHLGCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Huang0W22,
author = {Wen Huang and
Lu Zhang and
Xintao Wu},
title = {Achieving Counterfactual Fairness for Causal Bandit},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6952--6959},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20653},
doi = {10.1609/AAAI.V36I6.20653},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Huang0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KomanduriWHCW22,
author = {Aneesh Komanduri and
Yongkai Wu and
Wen Huang and
Feng Chen and
Xintao Wu},
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 = {{SCM-VAE:} Learning Identifiable Causal Representations via Structural
Knowledge},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1014--1023},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10021114},
doi = {10.1109/BIGDATA55660.2022.10021114},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/KomanduriWHCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BhailaWW22,
author = {Karuna Bhaila and
Yongkai Wu and
Xintao Wu},
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 = {Fair Collective Classification in Networked Data},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1415--1424},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020610},
doi = {10.1109/BIGDATA55660.2022.10020610},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/BhailaWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CareyDW22,
author = {Alycia N. Carey and
Wei Du and
Xintao Wu},
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 = {Robust Personalized Federated Learning under Demographic Fairness
Heterogeneity},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1425--1434},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020554},
doi = {10.1109/BIGDATA55660.2022.10020554},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/CareyDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DuWT22,
author = {Wei Du and
Xintao Wu and
Hanghang Tong},
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 = {Fair Regression under Sample Selection Bias},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1435--1444},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10021107},
doi = {10.1109/BIGDATA55660.2022.10021107},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DuWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KangXWMT22,
author = {Jian Kang and
Tiankai Xie and
Xintao Wu and
Ross Maciejewski and
Hanghang Tong},
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 = {InfoFair: Information-Theoretic Intersectional Fairness},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1455--1464},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020588},
doi = {10.1109/BIGDATA55660.2022.10020588},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KangXWMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SYW22,
author = {Vinay M. S. and
Shuhan Yuan and
Xintao Wu},
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 = {Fraud Detection via Contrastive Positive Unlabeled Learning},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1475--1484},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020693},
doi = {10.1109/BIGDATA55660.2022.10020693},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/VanDWCL22,
author = {Minh{-}Hao Van and
Wei Du and
Xintao Wu and
Feng Chen and
Aidong Lu},
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 = {Defending Evasion Attacks via Adversarially Adaptive Training},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1515--1524},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020474},
doi = {10.1109/BIGDATA55660.2022.10020474},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/VanDWCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TranLPKMKTW22,
author = {Khang Tran and
Phung Lai and
NhatHai Phan and
Issa Khalil and
Yao Ma and
Abdallah Khreishah and
My T. Thai and
Xintao Wu},
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 = {Heterogeneous Randomized Response for Differential Privacy in Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1582--1587},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020501},
doi = {10.1109/BIGDATA55660.2022.10020501},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TranLPKMKTW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/VanDWL22,
author = {Minh{-}Hao Van and
Wei Du and
Xintao Wu and
Aidong Lu},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Poisoning Attacks on Fair Machine Learning},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13245},
pages = {370--386},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00123-9\_30},
doi = {10.1007/978-3-031-00123-9\_30},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/VanDWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/VinayYW22,
author = {M. S. Vinay and
Shuhan Yuan and
Xintao Wu},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Contrastive Learning for Insider Threat Detection},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13245},
pages = {395--403},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00123-9\_32},
doi = {10.1007/978-3-031-00123-9\_32},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/VinayYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0008XYW22,
author = {Xiao Han and
Depeng Xu and
Shuhan Yuan and
Xintao Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Few-shot Anomaly Detection and Classification Through Reinforced Data
Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {963--968},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00115},
doi = {10.1109/ICDM54844.2022.00115},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0008XYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoMWJK022,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Feng Chen},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Adaptive Fairness-Aware Online Meta-Learning for Changing Environments},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2565--2575},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539420},
doi = {10.1145/3534678.3539420},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoMWJK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoCWFH22,
author = {Chen Zhao and
Feng Chen and
Xintao Wu and
Christopher Funk and
Anthony Hoogs},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {1st {ACM} {SIGKDD} Workshop on Ethical Artificial Intelligence: Methods
and Applications {(EAI-KDD22)}},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4914--4915},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542912},
doi = {10.1145/3534678.3542912},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoCWFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuYWNZZW22,
author = {Depeng Xu and
Shuhan Yuan and
Yueyang Wang and
Angela Uchechukwu Nwude and
Lu Zhang and
Anna Zajicek and
Xintao Wu},
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Coded Hate Speech Detection via Contextual Information},
booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13280},
pages = {93--105},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05933-9\_8},
doi = {10.1007/978-3-031-05933-9\_8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XuYWNZZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05216,
author = {Alycia N. Carey and
Xintao Wu},
title = {The Fairness Field Guide: Perspectives from Social and Formal Sciences},
journal = {CoRR},
volume = {abs/2201.05216},
year = {2022},
url = {https://arxiv.org/abs/2201.05216},
eprinttype = {arXiv},
eprint = {2201.05216},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07063,
author = {Phung Lai and
NhatHai Phan and
Abdallah Khreishah and
Issa Khalil and
Xintao Wu},
title = {Model Transferring Attacks to Backdoor HyperNetwork in Personalized
Federated Learning},
journal = {CoRR},
volume = {abs/2201.07063},
year = {2022},
url = {https://arxiv.org/abs/2201.07063},
eprinttype = {arXiv},
eprint = {2201.07063},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07787,
author = {Shuhan Yuan and
Xintao Wu},
title = {Trustworthy Anomaly Detection: {A} Survey},
journal = {CoRR},
volume = {abs/2202.07787},
year = {2022},
url = {https://arxiv.org/abs/2202.07787},
eprinttype = {arXiv},
eprint = {2202.07787},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11264,
author = {Chen Zhao and
Feng Mi and
Xintao Wu and
Kai Jiang and
Latifur Khan and
Feng Chen},
title = {Adaptive Fairness-Aware Online Meta-Learning for Changing Environments},
journal = {CoRR},
volume = {abs/2205.11264},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11264},
doi = {10.48550/ARXIV.2205.11264},
eprinttype = {arXiv},
eprint = {2205.11264},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04145,
author = {He Cheng and
Depeng Xu and
Shuhan Yuan and
Xintao Wu},
title = {Fine-grained Anomaly Detection in Sequential Data via Counterfactual
Explanations},
journal = {CoRR},
volume = {abs/2210.04145},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04145},
doi = {10.48550/ARXIV.2210.04145},
eprinttype = {arXiv},
eprint = {2210.04145},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05766,
author = {Khang Tran and
Phung Lai and
NhatHai Phan and
Issa Khalil and
Yao Ma and
Abdallah Khreishah and
My Tra Thai and
Xintao Wu},
title = {Heterogeneous Randomized Response for Differential Privacy in Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2211.05766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05766},
doi = {10.48550/ARXIV.2211.05766},
eprinttype = {arXiv},
eprint = {2211.05766},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/YuanW21,
author = {Shuhan Yuan and
Xintao Wu},
title = {Deep learning for insider threat detection: Review, challenges and
opportunities},
journal = {Comput. Secur.},
volume = {104},
pages = {102221},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2021.102221},
doi = {10.1016/J.COSE.2021.102221},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/YuanW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/DuW21,
author = {Wei Du and
Xintao Wu},
title = {Enhancing personalized modeling via weighted and adversarial learning},
journal = {Int. J. Data Sci. Anal.},
volume = {12},
number = {1},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s41060-021-00263-3},
doi = {10.1007/S41060-021-00263-3},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/DuW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/HuHFW21,
author = {Donghui Hu and
Chunya Hu and
Yuqi Fan and
Xintao Wu},
title = {oGBAC - {A} Group Based Access Control Framework for Information Sharing
in Online Social Networks},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {18},
number = {1},
pages = {100--116},
year = {2021},
url = {https://doi.org/10.1109/TDSC.2018.2875697},
doi = {10.1109/TDSC.2018.2875697},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/HuHFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/FengLJW21,
author = {Yebo Feng and
Jun Li and
Lei Jiao and
Xintao Wu},
title = {Towards Learning-Based, Content-Agnostic Detection of Social Bot Traffic},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {18},
number = {5},
pages = {2149--2163},
year = {2021},
url = {https://doi.org/10.1109/TDSC.2020.3047399},
doi = {10.1109/TDSC.2020.3047399},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/FengLJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuWZW21,
author = {Yaowei Hu and
Yongkai Wu and
Lu Zhang and
Xintao Wu},
title = {A Generative Adversarial Framework for Bounding Confounded Causal
Effects},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {12104--12112},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i13.17437},
doi = {10.1609/AAAI.V35I13.17437},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuWZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ShenYPHWML21,
author = {Jia Tracy Shen and
Michiharu Yamashita and
Ethan Prihar and
Neil T. Heffernan and
Xintao Wu and
Sean McGrew and
Dongwon Lee},
editor = {Ido Roll and
Danielle S. McNamara and
Sergey A. Sosnovsky and
Rose Luckin and
Vania Dimitrova},
title = {Classifying Math Knowledge Components via Task-Adaptive Pre-Trained
{BERT}},
booktitle = {Artificial Intelligence in Education - 22nd International Conference,
{AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12748},
pages = {408--419},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78292-4\_33},
doi = {10.1007/978-3-030-78292-4\_33},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/ShenYPHWML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhengYWW21,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu and
Yubao Wu},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Hidden Buyer Identification in Darknet Markets via Dirichlet Hawkes
Process},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {581--589},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671406},
doi = {10.1109/BIGDATA52589.2021.9671406},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhengYWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangLWLH21,
author = {Wen Huang and
Kevin Labille and
Xintao Wu and
Dongwon Lee and
Neil T. Heffernan},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Fairness-aware Bandit-based Recommendation},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1273--1278},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671959},
doi = {10.1109/BIGDATA52589.2021.9671959},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangLWLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/XuYW21,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Achieving Differential Privacy in Vertically Partitioned Multiparty
Learning},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {5474--5483},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671502},
doi = {10.1109/BIGDATA52589.2021.9671502},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/XuYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0009W21,
author = {Wei Du and
Xintao Wu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Fair and Robust Classification Under Sample Selection Bias},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2999--3003},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482104},
doi = {10.1145/3459637.3482104},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0009W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/0004CHGLGW21,
author = {Jie Wang and
Zhichao Chen and
Gang Hou and
Haoyu Gao and
Pengfei Li and
Ao Gao and
Xintao Wu},
editor = {Yongxuan Lai and
Tian Wang and
Min Jiang and
Guangquan Xu and
Wei Liang and
Aniello Castiglione},
title = {A Modeling and Verification Method of Modbus {TCP/IP} Protocol},
booktitle = {Algorithms and Architectures for Parallel Processing - 21st International
Conference, {ICA3PP} 2021, Virtual Event, December 3-5, 2021, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13157},
pages = {527--539},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95391-1\_33},
doi = {10.1007/978-3-030-95391-1\_33},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/0004CHGLGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoYW21,
author = {Haixuan Guo and
Shuhan Yuan and
Xintao Wu},
title = {LogBERT: Log Anomaly Detection via {BERT}},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534113},
doi = {10.1109/IJCNN52387.2021.9534113},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuDW21,
author = {Depeng Xu and
Wei Du and
Xintao Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Removing Disparate Impact on Model Accuracy in Differentially Private
Stochastic Gradient Descent},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1924--1932},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467268},
doi = {10.1145/3447548.3467268},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nafips/HuSWW21,
author = {Chenyi Hu and
Victor S. Sheng and
Ningning Wu and
Xintao Wu},
editor = {Julia Rayz and
Victor Raskin and
Scott Dick and
Vladik Kreinovich},
title = {Managing Uncertainty in Crowdsourcing with Interval-Valued Labels},
booktitle = {Explainable {AI} and Other Applications of Fuzzy Techniques - Proceedings
of the 2021 Annual Conference of the North American Fuzzy Information
Processing Society, {NAFIPS} 2021, Virtual Event / West Lafayette,
IN, USA, June 7-9, 2021},
series = {Lecture Notes in Networks and Systems},
volume = {258},
pages = {166--178},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82099-2\_15},
doi = {10.1007/978-3-030-82099-2\_15},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nafips/HuSWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LabilleHW21,
author = {Kevin Labille and
Wen Huang and
Xintao Wu},
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Transferable Contextual Bandits with Prior Observations},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12713},
pages = {398--410},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75765-6\_32},
doi = {10.1007/978-3-030-75765-6\_32},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LabilleHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DuXWT21,
author = {Wei Du and
Depeng Xu and
Xintao Wu and
Hanghang Tong},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Fairness-aware Agnostic Federated Learning},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {181--189},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.21},
doi = {10.1137/1.9781611976700.21},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DuXWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouLWCYT21,
author = {Qinghai Zhou and
Liangyue Li and
Xintao Wu and
Nan Cao and
Lei Ying and
Hanghang Tong},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Attent: Active Attributed Network Alignment},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3896--3906},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449886},
doi = {10.1145/3442381.3449886},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhouLWCYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04475,
author = {Haixuan Guo and
Shuhan Yuan and
Xintao Wu},
title = {LogBERT: Log Anomaly Detection via {BERT}},
journal = {CoRR},
volume = {abs/2103.04475},
year = {2021},
url = {https://arxiv.org/abs/2103.04475},
eprinttype = {arXiv},
eprint = {2103.04475},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11069,
author = {Jian Kang and
Tiankai Xie and
Xintao Wu and
Ross Maciejewski and
Hanghang Tong},
title = {MultiFair: Multi-Group Fairness in Machine Learning},
journal = {CoRR},
volume = {abs/2105.11069},
year = {2021},
url = {https://arxiv.org/abs/2105.11069},
eprinttype = {arXiv},
eprint = {2105.11069},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11343,
author = {Jia Tracy Shen and
Michiharu Yamashita and
Ethan Prihar and
Neil T. Heffernan and
Xintao Wu and
Sean McGrew and
Dongwon Lee},
title = {Classifying Math KCs via Task-Adaptive Pre-Trained {BERT}},
journal = {CoRR},
volume = {abs/2105.11343},
year = {2021},
url = {https://arxiv.org/abs/2105.11343},
eprinttype = {arXiv},
eprint = {2105.11343},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11570,
author = {Wei Du and
Xintao Wu},
title = {Robust Fairness-aware Learning Under Sample Selection Bias},
journal = {CoRR},
volume = {abs/2105.11570},
year = {2021},
url = {https://arxiv.org/abs/2105.11570},
eprinttype = {arXiv},
eprint = {2105.11570},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07340,
author = {Jia Tracy Shen and
Michiharu Yamashita and
Ethan Prihar and
Neil T. Heffernan and
Xintao Wu and
Dongwon Lee},
title = {MathBERT: {A} Pre-trained Language Model for General {NLP} Tasks in
Mathematics Education},
journal = {CoRR},
volume = {abs/2106.07340},
year = {2021},
url = {https://arxiv.org/abs/2106.07340},
eprinttype = {arXiv},
eprint = {2106.07340},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10458,
author = {Wen Huang and
Lu Zhang and
Xintao Wu},
title = {Achieving Counterfactual Fairness for Causal Bandit},
journal = {CoRR},
volume = {abs/2109.10458},
year = {2021},
url = {https://arxiv.org/abs/2109.10458},
eprinttype = {arXiv},
eprint = {2109.10458},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04372,
author = {Wei Du and
Xintao Wu and
Hanghang Tong},
title = {Fair Regression under Sample Selection Bias},
journal = {CoRR},
volume = {abs/2110.04372},
year = {2021},
url = {https://arxiv.org/abs/2110.04372},
eprinttype = {arXiv},
eprint = {2110.04372},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08932,
author = {Minh{-}Hao Van and
Wei Du and
Xintao Wu and
Aidong Lu},
title = {Poisoning Attacks on Fair Machine Learning},
journal = {CoRR},
volume = {abs/2110.08932},
year = {2021},
url = {https://arxiv.org/abs/2110.08932},
eprinttype = {arXiv},
eprint = {2110.08932},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuanZWT20,
author = {Shuhan Yuan and
Panpan Zheng and
Xintao Wu and
Hanghang Tong},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Few-shot Insider Threat Detection},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2289--2292},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412161},
doi = {10.1145/3340531.3412161},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YuanZWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DuW20,
author = {Wei Du and
Xintao Wu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {AdvPL: Adversarial Personalized Learning},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {90--98},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00021},
doi = {10.1109/DSAA49011.2020.00021},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DuW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/ShaoQYYJXW20,
author = {Shudi Shao and
Zhengyi Qiu and
Xiao Yu and
Wei Yang and
Guoliang Jin and
Tao Xie and
Xintao Wu},
title = {Database-Access Performance Antipatterns in Database-Backed Web Applications},
booktitle = {{IEEE} International Conference on Software Maintenance and Evolution,
{ICSME} 2020, Adelaide, Australia, September 28 - October 2, 2020},
pages = {58--69},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICSME46990.2020.00016},
doi = {10.1109/ICSME46990.2020.00016},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsm/ShaoQYYJXW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuW0W20,
author = {Yaowei Hu and
Yongkai Wu and
Lu Zhang and
Xintao Wu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fair Multiple Decision Making Through Soft Interventions},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/d0921d442ee91b896ad95059d13df618-Abstract.html},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuW0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/HuangWW20,
author = {Wen Huang and
Yongkai Wu and
Xintao Wu},
editor = {Robert Thomson and
Halil Bisgin and
Christopher L. Dancy and
Ayaz Hyder and
Muhammad Hussain},
title = {Multi-cause Discrimination Analysis Using Potential Outcomes},
booktitle = {Social, Cultural, and Behavioral Modeling - 13th International Conference,
SBP-BRiMS 2020, Washington, DC, USA, October 18-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12268},
pages = {224--234},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61255-9\_22},
doi = {10.1007/978-3-030-61255-9\_22},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/HuangWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangW0W20,
author = {Wen Huang and
Yongkai Wu and
Lu Zhang and
Xintao Wu},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Fairness through Equality of Effort},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {743--751},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3383558},
doi = {10.1145/3366424.3383558},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangW0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2020,
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020},
doi = {10.1109/BIGDATA50022.2020},
isbn = {978-1-7281-6251-5},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03699,
author = {Depeng Xu and
Wei Du and
Xintao Wu},
title = {Removing Disparate Impact of Differentially Private Stochastic Gradient
Descent on Model Accuracy},
journal = {CoRR},
volume = {abs/2003.03699},
year = {2020},
url = {https://arxiv.org/abs/2003.03699},
eprinttype = {arXiv},
eprint = {2003.03699},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12433,
author = {Shuhan Yuan and
Xintao Wu},
title = {Deep Learning for Insider Threat Detection: Review, Challenges and
Opportunities},
journal = {CoRR},
volume = {abs/2005.12433},
year = {2020},
url = {https://arxiv.org/abs/2005.12433},
eprinttype = {arXiv},
eprint = {2005.12433},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05057,
author = {Wei Du and
Depeng Xu and
Xintao Wu and
Hanghang Tong},
title = {Fairness-aware Agnostic Federated Learning},
journal = {CoRR},
volume = {abs/2010.05057},
year = {2020},
url = {https://arxiv.org/abs/2010.05057},
eprinttype = {arXiv},
eprint = {2010.05057},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
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author = {Wen Huang and
Kevin Labille and
Xintao Wu and
Dongwon Lee and
Neil T. Heffernan},
title = {Achieving User-Side Fairness in Contextual Bandits},
journal = {CoRR},
volume = {abs/2010.12102},
year = {2020},
url = {https://arxiv.org/abs/2010.12102},
eprinttype = {arXiv},
eprint = {2010.12102},
timestamp = {Tue, 10 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12102.bib},
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@article{DBLP:journals/tcbb/ZhangPWWS19,
author = {Lu Zhang and
Qiuping Pan and
Yue Wang and
Xintao Wu and
Xinghua Shi},
title = {Bayesian Network Construction and Genotype-Phenotype Inference Using
{GWAS} Statistics},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {16},
number = {2},
pages = {475--489},
year = {2019},
url = {https://doi.org/10.1109/TCBB.2017.2779498},
doi = {10.1109/TCBB.2017.2779498},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/ZhangPWWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/ZhangWW19,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
title = {Causal Modeling-Based Discrimination Discovery and Removal: Criteria,
Bounds, and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {11},
pages = {2035--2050},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2872988},
doi = {10.1109/TKDE.2018.2872988},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/ZhengYW19,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu},
title = {{SAFE:} {A} Neural Survival Analysis Model for Fraud Early Detection},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {1278--1285},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011278},
doi = {10.1609/AAAI.V33I01.33011278},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhengYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhengYW0L19,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu and
Jun Li and
Aidong Lu},
title = {One-Class Adversarial Nets for Fraud Detection},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {1286--1293},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011286},
doi = {10.1609/AAAI.V33I01.33011286},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhengYW0L19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YuanZWL19,
author = {Shuhan Yuan and
Panpan Zheng and
Xintao Wu and
Qinghua Li},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Insider Threat Detection via Hierarchical Neural Temporal Point Processes},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1343--1350},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005589},
doi = {10.1109/BIGDATA47090.2019.9005589},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/YuanZWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/XuY0W19,
author = {Depeng Xu and
Shuhan Yuan and
Lu Zhang and
Xintao Wu},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {FairGAN\({}^{\mbox{+}}\): Achieving Fair Data Generation and Classification
through Generative Adversarial Nets},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1401--1406},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006322},
doi = {10.1109/BIGDATA47090.2019.9006322},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/XuY0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cns/Feng0JW19,
author = {Yebo Feng and
Jun Li and
Lei Jiao and
Xintao Wu},
title = {BotFlowMon: Learning-based, Content-Agnostic Identification of Social
Bot Traffic Flows},
booktitle = {7th {IEEE} Conference on Communications and Network Security, {CNS}
2019, Washington, DC, USA, June 10-12, 2019},
pages = {169--177},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CNS.2019.8802706},
doi = {10.1109/CNS.2019.8802706},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cns/Feng0JW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Wu0W19,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu},
editor = {Sarit Kraus},
title = {Counterfactual Fairness: Unidentification, Bound and Algorithm},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1438--1444},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/199},
doi = {10.24963/IJCAI.2019/199},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Wu0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuWYZW19,
author = {Depeng Xu and
Yongkai Wu and
Shuhan Yuan and
Lu Zhang and
Xintao Wu},
editor = {Sarit Kraus},
title = {Achieving Causal Fairness through Generative Adversarial Networks},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1452--1458},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/201},
doi = {10.24963/IJCAI.2019/201},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuWYZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PhanVLJDWT19,
author = {NhatHai Phan and
Minh N. Vu and
Yang Liu and
Ruoming Jin and
Dejing Dou and
Xintao Wu and
My T. Thai},
editor = {Sarit Kraus},
title = {Heterogeneous Gaussian Mechanism: Preserving Differential Privacy
in Deep Learning with Provable Robustness},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4753--4759},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/660},
doi = {10.24963/IJCAI.2019/660},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PhanVLJDWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Wu0WT19,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu and
Hanghang Tong},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {PC-Fairness: {A} Unified Framework for Measuring Causality-based Fairness},
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 = {3399--3409},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/44a2e0804995faf8d2e3b084a1e2db1d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Wu0WT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiLWY19,
author = {Yuemeng Li and
Aidong Lu and
Xintao Wu and
Shuhan Yuan},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Dynamic Anomaly Detection Using Vector Autoregressive Model},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {600--611},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_46},
doi = {10.1007/978-3-030-16148-4\_46},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiLWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaccs/ChenHWSFOSMW19,
author = {Xucan Chen and
Mohammad Al Hasan and
Xintao Wu and
Pavel Skums and
Mohammad Javad Feizollahi and
Marie Ouellet and
Eric L. Sevigny and
David Maimon and
Yubao Wu},
editor = {Guojun Wang and
Jun Feng and
Md. Zakirul Alam Bhuiyan and
Rongxing Lu},
title = {Characteristics of Bitcoin Transactions on Cryptomarkets},
booktitle = {Security, Privacy, and Anonymity in Computation, Communication, and
Storage - 12th International Conference, SpaCCS 2019, Atlanta, GA,
USA, July 14-17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11611},
pages = {261--276},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-24907-6\_20},
doi = {10.1007/978-3-030-24907-6\_20},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spaccs/ChenHWSFOSMW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XuYW19,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Achieving Differential Privacy and Fairness in Logistic Regression},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {594--599},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3317584},
doi = {10.1145/3308560.3317584},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XuYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wu0W19,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {On Convexity and Bounds of Fairness-aware Classification},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {3356--3362},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313723},
doi = {10.1145/3308558.3313723},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Wu0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01444,
author = {NhatHai Phan and
Minh N. Vu and
Yang Liu and
Ruoming Jin and
Dejing Dou and
Xintao Wu and
My T. Thai},
title = {Heterogeneous Gaussian Mechanism: Preserving Differential Privacy
in Deep Learning with Provable Robustness},
journal = {CoRR},
volume = {abs/1906.01444},
year = {2019},
url = {http://arxiv.org/abs/1906.01444},
eprinttype = {arXiv},
eprint = {1906.01444},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03171,
author = {Shuhan Yuan and
Panpan Zheng and
Xintao Wu and
Qinghua Li},
title = {Insider Threat Detection via Hierarchical Neural Temporal Point Processes},
journal = {CoRR},
volume = {abs/1910.03171},
year = {2019},
url = {http://arxiv.org/abs/1910.03171},
eprinttype = {arXiv},
eprint = {1910.03171},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12586,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu and
Hanghang Tong},
title = {PC-Fairness: {A} Unified Framework for Measuring Causality-based Fairness},
journal = {CoRR},
volume = {abs/1910.12586},
year = {2019},
url = {http://arxiv.org/abs/1910.12586},
eprinttype = {arXiv},
eprint = {1910.12586},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04587,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu},
title = {Achieving Differential Privacy in Vertically Partitioned Multiparty
Learning},
journal = {CoRR},
volume = {abs/1911.04587},
year = {2019},
url = {http://arxiv.org/abs/1911.04587},
eprinttype = {arXiv},
eprint = {1911.04587},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04620,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu and
Yubao Wu},
title = {Identifying Hidden Buyers in Darknet Markets via Dirichlet Hawkes
Process},
journal = {CoRR},
volume = {abs/1911.04620},
year = {2019},
url = {http://arxiv.org/abs/1911.04620},
eprinttype = {arXiv},
eprint = {1911.04620},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08292,
author = {Wen Huang and
Yongkai Wu and
Lu Zhang and
Xintao Wu},
title = {Fairness through Equality of Effort},
journal = {CoRR},
volume = {abs/1911.08292},
year = {2019},
url = {http://arxiv.org/abs/1911.08292},
eprinttype = {arXiv},
eprint = {1911.08292},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/YuanWX18,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
title = {Task-specific word identification from short texts using a convolutional
neural network},
journal = {Intell. Data Anal.},
volume = {22},
number = {3},
pages = {533--550},
year = {2018},
url = {https://doi.org/10.3233/IDA-173413},
doi = {10.3233/IDA-173413},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/YuanWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/LiYWL18,
author = {Yuemeng Li and
Shuhan Yuan and
Xintao Wu and
Aidong Lu},
title = {On spectral analysis of directed signed graphs},
journal = {Int. J. Data Sci. Anal.},
volume = {6},
number = {2},
pages = {147--162},
year = {2018},
url = {https://doi.org/10.1007/s41060-018-0143-9},
doi = {10.1007/S41060-018-0143-9},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/LiYWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/YuanWX18,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
title = {Incorporating pre-training in long short-term memory networks for
tweet classification},
journal = {Soc. Netw. Anal. Min.},
volume = {8},
number = {1},
pages = {52:1--52:16},
year = {2018},
url = {https://doi.org/10.1007/s13278-018-0530-1},
doi = {10.1007/S13278-018-0530-1},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/YuanWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/XuYZW18,
author = {Depeng Xu and
Shuhan Yuan and
Lu Zhang and
Xintao Wu},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {FairGAN: Fairness-aware Generative Adversarial Networks},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {570--575},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622525},
doi = {10.1109/BIGDATA.2018.8622525},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/XuYZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangWW18,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Achieving Non-Discrimination in Prediction},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3097--3103},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/430},
doi = {10.24963/IJCAI.2018/430},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuZW18,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu},
editor = {Yike Guo and
Faisal Farooq},
title = {On Discrimination Discovery and Removal in Ranked Data using Causal
Graph},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2536--2544},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220087},
doi = {10.1145/3219819.3220087},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/pakdd/XuYWP18,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu and
NhatHai Phan},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {{DPNE:} Differentially Private Network Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
pages = {235--246},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4\_19},
doi = {10.1007/978-3-319-93037-4\_19},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XuYWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01798,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu and
Jun Li and
Aidong Lu},
title = {One-Class Adversarial Nets for Fraud Detection},
journal = {CoRR},
volume = {abs/1803.01798},
year = {2018},
url = {http://arxiv.org/abs/1803.01798},
eprinttype = {arXiv},
eprint = {1803.01798},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01901,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu},
title = {On Discrimination Discovery and Removal in Ranked Data using Causal
Graph},
journal = {CoRR},
volume = {abs/1803.01901},
year = {2018},
url = {http://arxiv.org/abs/1803.01901},
eprinttype = {arXiv},
eprint = {1803.01901},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11202,
author = {Depeng Xu and
Shuhan Yuan and
Lu Zhang and
Xintao Wu},
title = {FairGAN: Fairness-aware Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1805.11202},
year = {2018},
url = {http://arxiv.org/abs/1805.11202},
eprinttype = {arXiv},
eprint = {1805.11202},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04683,
author = {Panpan Zheng and
Shuhan Yuan and
Xintao Wu},
title = {{SAFE:} {A} Neural Survival Analysis Model for Fraud Early Detection},
journal = {CoRR},
volume = {abs/1809.04683},
year = {2018},
url = {http://arxiv.org/abs/1809.04683},
eprinttype = {arXiv},
eprint = {1809.04683},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04737,
author = {Yongkai Wu and
Lu Zhang and
Xintao Wu},
title = {Fairness-aware Classification: Criterion, Convexity, and Bounds},
journal = {CoRR},
volume = {abs/1809.04737},
year = {2018},
url = {http://arxiv.org/abs/1809.04737},
eprinttype = {arXiv},
eprint = {1809.04737},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/ZhangW17,
author = {Lu Zhang and
Xintao Wu},
title = {Anti-discrimination learning: a causal modeling-based framework},
journal = {Int. J. Data Sci. Anal.},
volume = {4},
number = {1},
pages = {1--16},
year = {2017},
url = {https://doi.org/10.1007/s41060-017-0058-x},
doi = {10.1007/S41060-017-0058-X},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/ZhangW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PhanWD17,
author = {NhatHai Phan and
Xintao Wu and
Dejing Dou},
title = {Preserving differential privacy in convolutional deep belief networks},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1681--1704},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5656-2},
doi = {10.1007/S10994-017-5656-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PhanWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuWLL17,
author = {Leting Wu and
Xintao Wu and
Aidong Lu and
Yuemeng Li},
title = {On Spectral Analysis of Signed and Dispute Graphs: Application to
Community Structure},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {7},
pages = {1480--1493},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2684809},
doi = {10.1109/TKDE.2017.2684809},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuWLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangPW17,
author = {Lu Zhang and
Qiuping Pan and
Xintao Wu},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {Modeling {SNP} and quantitative trait association from {GWAS} catalog
using {CLG} Bayesian network},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {266--269},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217661},
doi = {10.1109/BIBM.2017.8217661},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PanZW17,
author = {Qiuping Pan and
Lu Zhang and
Xintao Wu},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {{STIP:} An SNP-trait inference platform},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {915--920},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217779},
doi = {10.1109/BIBM.2017.8217779},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PanZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuanWLL17,
author = {Shuhan Yuan and
Xintao Wu and
Jun Li and
Aidong Lu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Spectrum-based Deep Neural Networks for Fraud Detection},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2419--2422},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133139},
doi = {10.1145/3132847.3133139},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YuanWLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiWL17,
author = {Yuemeng Li and
Xintao Wu and
Aidong Lu},
title = {On Spectral Analysis of Directed Signed Graphs},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {539--548},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.29},
doi = {10.1109/DSAA.2017.29},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PhanWHD17,
author = {NhatHai Phan and
Xintao Wu and
Han Hu and
Dejing Dou},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep
Learning},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {385--394},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.48},
doi = {10.1109/ICDM.2017.48},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PhanWHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangWW17,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
editor = {Carles Sierra},
title = {A Causal Framework for Discovering and Removing Direct and Indirect
Discrimination},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3929--3935},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/549},
doi = {10.24963/IJCAI.2017/549},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangWW17,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
title = {Achieving Non-Discrimination in Data Release},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1335--1344},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098167},
doi = {10.1145/3097983.3098167},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pac/XuYW17,
author = {Depeng Xu and
Shuhan Yuan and
Xintao Wu},
title = {Differential Privacy Preserving Causal Graph Discovery},
booktitle = {{IEEE} Symposium on Privacy-Aware Computing, {PAC} 2017, Washington,
DC, USA, August 1-4, 2017},
pages = {60--71},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/PAC.2017.24},
doi = {10.1109/PAC.2017.24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pac/XuYW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pac/KatlaXWPW17,
author = {Srinidhi Katla and
Depeng Xu and
Yongkai Wu and
Qiuping Pan and
Xintao Wu},
title = {DPWeka: Achieving Differential Privacy in {WEKA}},
booktitle = {{IEEE} Symposium on Privacy-Aware Computing, {PAC} 2017, Washington,
DC, USA, August 1-4, 2017},
pages = {184--185},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/PAC.2017.25},
doi = {10.1109/PAC.2017.25},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pac/KatlaXWPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuanWX17,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {{SNE:} Signed Network Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {183--195},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_15},
doi = {10.1007/978-3-319-57529-2\_15},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YuanWX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuanZWX17,
author = {Shuhan Yuan and
Panpan Zheng and
Xintao Wu and
Yang Xiang},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Wikipedia Vandal Early Detection: From User Behavior to User Embedding},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {832--846},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_50},
doi = {10.1007/978-3-319-71249-9\_50},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YuanZWX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangWW17,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
title = {Achieving non-discrimination in prediction},
journal = {CoRR},
volume = {abs/1703.00060},
year = {2017},
url = {http://arxiv.org/abs/1703.00060},
eprinttype = {arXiv},
eprint = {1703.00060},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanWX17,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
title = {{SNE:} Signed Network Embedding},
journal = {CoRR},
volume = {abs/1703.04837},
year = {2017},
url = {http://arxiv.org/abs/1703.04837},
eprinttype = {arXiv},
eprint = {1703.04837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanWX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanWX17a,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
title = {Task-specific Word Identification from Short Texts Using a Convolutional
Neural Network},
journal = {CoRR},
volume = {abs/1706.00884},
year = {2017},
url = {http://arxiv.org/abs/1706.00884},
eprinttype = {arXiv},
eprint = {1706.00884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanWX17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanZWX17,
author = {Shuhan Yuan and
Panpan Zheng and
Xintao Wu and
Yang Xiang},
title = {Wikipedia Vandal Early Detection: from User Behavior to User Embedding},
journal = {CoRR},
volume = {abs/1706.00887},
year = {2017},
url = {http://arxiv.org/abs/1706.00887},
eprinttype = {arXiv},
eprint = {1706.00887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanZWX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanWLL17,
author = {Shuhan Yuan and
Xintao Wu and
Jun Li and
Aidong Lu},
title = {Spectrum-based deep neural networks for fraud detection},
journal = {CoRR},
volume = {abs/1706.00891},
year = {2017},
url = {http://arxiv.org/abs/1706.00891},
eprinttype = {arXiv},
eprint = {1706.00891},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanWLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PhanWD17,
author = {NhatHai Phan and
Xintao Wu and
Dejing Dou},
title = {Preserving Differential Privacy in Convolutional Deep Belief Networks},
journal = {CoRR},
volume = {abs/1706.08839},
year = {2017},
url = {http://arxiv.org/abs/1706.08839},
eprinttype = {arXiv},
eprint = {1706.08839},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PhanWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05750,
author = {NhatHai Phan and
Xintao Wu and
Han Hu and
Dejing Dou},
title = {Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep
Learning},
journal = {CoRR},
volume = {abs/1709.05750},
year = {2017},
url = {http://arxiv.org/abs/1709.05750},
eprinttype = {arXiv},
eprint = {1709.05750},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HuZFZWWW16,
author = {Donghui Hu and
Xiaotian Zhang and
Yuqi Fan and
Zhong{-}Qiu Zhao and
Lina Wang and
Xintao Wu and
Xindong Wu},
title = {On digital image trustworthiness},
journal = {Appl. Soft Comput.},
volume = {48},
pages = {240--253},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.07.010},
doi = {10.1016/J.ASOC.2016.07.010},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/HuZFZWWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Phan0WD16,
author = {NhatHai Phan and
Yue Wang and
Xintao Wu and
Dejing Dou},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Differential Privacy Preservation for Deep Auto-Encoders: an Application
of Human Behavior Prediction},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1309--1316},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10165},
doi = {10.1609/AAAI.V30I1.10165},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Phan0WD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LiWY16,
author = {Yuemeng Li and
Xintao Wu and
Song Yang},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {Social network dominance based on analysis of asymmetry},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {146--151},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752226},
doi = {10.1109/ASONAM.2016.7752226},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/LiWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangPWS16,
author = {Lu Zhang and
Qiuping Pan and
Xintao Wu and
Xinghua Shi},
editor = {Tianhai Tian and
Qinghua Jiang and
Yunlong Liu and
Kevin Burrage and
Jiangning Song and
Yadong Wang and
Xiaohua Hu and
Shinichi Morishita and
Qian Zhu and
Guohua Wang},
title = {Building Bayesian networks from {GWAS} statistics based on Independence
of Causal Influence},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2016, Shenzhen, China, December 15-18, 2016},
pages = {529--532},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BIBM.2016.7822576},
doi = {10.1109/BIBM.2016.7822576},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangPWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcom/0009WWS16,
author = {Yue Wang and
Jia Wen and
Xintao Wu and
Xinghua Shi},
editor = {Yu Wang and
Ge Yu and
Yanyong Zhang and
Zhu Han and
Guoren Wang},
title = {Infringement of Individual Privacy via Mining Differentially Private
{GWAS} Statistics},
booktitle = {Big Data Computing and Communications - Second International Conference,
BigCom 2016, Shenyang, China, July 29-31, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9784},
pages = {355--366},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42553-5\_30},
doi = {10.1007/978-3-319-42553-5\_30},
timestamp = {Wed, 05 Jan 2022 14:30:58 +0100},
biburl = {https://dblp.org/rec/conf/bigcom/0009WWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuW16,
author = {Yongkai Wu and
Xintao Wu},
title = {Using Loglinear Model for Discrimination Discovery and Prevention},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {110--119},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.18},
doi = {10.1109/DSAA.2016.18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WuW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsc/HuCWZ16,
author = {Donghui Hu and
Fan Chen and
Xintao Wu and
Zhong{-}Qiu Zhao},
title = {A Framework of Privacy Decision Recommendation for Image Sharing in
Online Social Networks},
booktitle = {{IEEE} First International Conference on Data Science in Cyberspace,
{DSC} 2016, Changsha, China, June 13-16, 2016},
pages = {243--251},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/DSC.2016.100},
doi = {10.1109/DSC.2016.100},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsc/HuCWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/0009WH16,
author = {Yue Wang and
Xintao Wu and
Donghui Hu},
editor = {Themis Palpanas and
Kostas Stefanidis},
title = {Using Randomized Response for Differential Privacy Preserving Data
Collection},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2016 Joint Conference,
{EDBT/ICDT} Workshops 2016, Bordeaux, France, March 15, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1558},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1558/paper35.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:44 +0100},
biburl = {https://dblp.org/rec/conf/edbt/0009WH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/YuanWX16,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
editor = {Evaggelia Pitoura and
Sofian Maabout and
Georgia Koutrika and
Am{\'{e}}lie Marian and
Letizia Tanca and
Ioana Manolescu and
Kostas Stefanidis},
title = {A Two Phase Deep Learning Model for Identifying Discrimination from
Tweets},
booktitle = {Proceedings of the 19th International Conference on Extending Database
Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
France, March 15-16, 2016},
pages = {696--697},
publisher = {OpenProceedings.org},
year = {2016},
url = {https://doi.org/10.5441/002/edbt.2016.92},
doi = {10.5441/002/EDBT.2016.92},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/YuanWX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuanWX16,
author = {Shuhan Yuan and
Xintao Wu and
Yang Xiang},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Incorporating Pre-Training in Long Short-Term Memory Networks for
Tweets Classification},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1329--1334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0181},
doi = {10.1109/ICDM.2016.0181},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuanWX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangWW16,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
editor = {Subbarao Kambhampati},
title = {Situation Testing-Based Discrimination Discovery: {A} Causal Inference
Approach},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2718--2724},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/386},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/ZhangWW16,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
editor = {Kevin S. Xu and
David Reitter and
Dongwon Lee and
Nathaniel Osgood},
title = {On Discrimination Discovery Using Causal Networks},
booktitle = {Social, Cultural, and Behavioral Modeling, 9th International Conference,
SBP-BRiMS 2016, Washington, DC, USA, June 28 - July 1, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9708},
pages = {83--93},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39931-7\_9},
doi = {10.1007/978-3-319-39931-7\_9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/ZhangWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangWW16,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
title = {Achieving non-discrimination in data release},
journal = {CoRR},
volume = {abs/1611.07438},
year = {2016},
url = {http://arxiv.org/abs/1611.07438},
eprinttype = {arXiv},
eprint = {1611.07438},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangWW16a,
author = {Lu Zhang and
Yongkai Wu and
Xintao Wu},
title = {A causal framework for discovering and removing direct and indirect
discrimination},
journal = {CoRR},
volume = {abs/1611.07509},
year = {2016},
url = {http://arxiv.org/abs/1611.07509},
eprinttype = {arXiv},
eprint = {1611.07509},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangWW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiWL16,
author = {Yuemeng Li and
Xintao Wu and
Aidong Lu},
title = {On Spectral Analysis of Directed Signed Graphs},
journal = {CoRR},
volume = {abs/1612.08102},
year = {2016},
url = {http://arxiv.org/abs/1612.08102},
eprinttype = {arXiv},
eprint = {1612.08102},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/PanWX15,
author = {Kai Pan and
Xintao Wu and
Tao Xie},
title = {Program-input generation for testing database applications using existing
database states},
journal = {Autom. Softw. Eng.},
volume = {22},
number = {4},
pages = {439--473},
year = {2015},
url = {https://doi.org/10.1007/s10515-014-0158-y},
doi = {10.1007/S10515-014-0158-Y},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ase/PanWX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsnet/HuSZZWW15,
author = {Donghui Hu and
Bin Su and
Shuli Zheng and
Zhong{-}Qiu Zhao and
Xintao Wu and
Xindong Wu},
title = {Security and privacy protocols for perceptual image hashing},
journal = {Int. J. Sens. Networks},
volume = {17},
number = {3},
pages = {146--162},
year = {2015},
url = {https://doi.org/10.1504/IJSNET.2015.068178},
doi = {10.1504/IJSNET.2015.068178},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsnet/HuSZZWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/LuoW15,
author = {Feng Luo and
Xintao Wu},
title = {Guest Editorial for Special Section on {BIBM} 2013},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {12},
number = {2},
pages = {252--253},
year = {2015},
url = {https://doi.org/10.1109/TCBB.2015.2410132},
doi = {10.1109/TCBB.2015.2410132},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/LuoW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuZWJZ15,
author = {Ju{-}Hua Hu and
De{-}Chuan Zhan and
Xintao Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {Pairwised Specific Distance Learning from Physical Linkages},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {3},
pages = {20:1--20:27},
year = {2015},
url = {https://doi.org/10.1145/2700405},
doi = {10.1145/2700405},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuZWJZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuWLW15,
author = {Xianlin Hu and
Leting Wu and
Aidong Lu and
Xintao Wu},
title = {Block-Organized Topology Visualization for Visual Exploration of Signed
Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {652--659},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.117},
doi = {10.1109/ICDMW.2015.117},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuWLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWL15,
author = {Yuemeng Li and
Xintao Wu and
Aidong Lu},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Analysis of Spectral Space Properties of Directed Graphs Using Matrix
Perturbation Theory with Application in Graph Partition},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {847--852},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.133},
doi = {10.1109/ICDM.2015.133},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0009SW15,
author = {Yue Wang and
Cheng Si and
Xintao Wu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Regression Model Fitting under Differential Privacy and Model Inversion
Attack},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1003--1009},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/146},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0009SW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Luo0WCC15,
author = {Zhilin Luo and
Yue Wang and
Xintao Wu and
Wandong Cai and
Ting Chen},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {On Burst Detection and Prediction in Retweeting Sequence},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {96--107},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_8},
doi = {10.1007/978-3-319-18038-0\_8},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/Luo0WCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/PanWX14,
author = {Kai Pan and
Xintao Wu and
Tao Xie},
title = {Guided test generation for database applications via synthesized database
interactions},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {23},
number = {2},
pages = {12:1--12:27},
year = {2014},
url = {https://doi.org/10.1145/2491529},
doi = {10.1145/2491529},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosem/PanWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuWLL14,
author = {Leting Wu and
Xintao Wu and
Aidong Lu and
Yuemeng Li},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {On Spectral Analysis of Signed and Dispute Graphs},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1049--1054},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.113},
doi = {10.1109/ICDM.2014.113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuWLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/HuLW13,
author = {Xianlin Hu and
Aidong Lu and
Xintao Wu},
title = {Spectrum-Based Network Visualization for Topology Analysis},
journal = {{IEEE} Computer Graphics and Applications},
volume = {33},
number = {1},
pages = {58--68},
year = {2013},
url = {https://doi.org/10.1109/MCG.2012.89},
doi = {10.1109/MCG.2012.89},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/HuLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/WuWLZ13,
author = {Leting Wu and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
title = {A spectral approach to detecting subtle anomalies in graphs},
journal = {J. Intell. Inf. Syst.},
volume = {41},
number = {2},
pages = {313--337},
year = {2013},
url = {https://doi.org/10.1007/s10844-013-0246-7},
doi = {10.1007/S10844-013-0246-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/WuWLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/WangWZX13,
author = {Yue Wang and
Xintao Wu and
Jun Zhu and
Yang Xiang},
title = {On learning cluster coefficient of private networks},
journal = {Soc. Netw. Anal. Min.},
volume = {3},
number = {4},
pages = {925--938},
year = {2013},
url = {https://doi.org/10.1007/s13278-013-0127-7},
doi = {10.1007/S13278-013-0127-7},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/WangWZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/0009W13,
author = {Yue Wang and
Xintao Wu},
title = {Preserving Differential Privacy in Degree-Correlation based Graph
Generation},
journal = {Trans. Data Priv.},
volume = {6},
number = {2},
pages = {127--145},
year = {2013},
url = {http://www.tdp.cat/issues11/abs.a113a12.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/0009W13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangWS13,
author = {Yue Wang and
Xintao Wu and
Xinghua Shi},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {Using aggregate human genome data for individual identification},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {410--415},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732527},
doi = {10.1109/BIBM.2013.6732527},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/PanWX13,
author = {Kai Pan and
Xintao Wu and
Tao Xie},
editor = {Hong Zhu and
Henry Muccini and
Zhenyu Chen},
title = {Automatic test generation for mutation testing on database applications},
booktitle = {8th International Workshop on Automation of Software Test, {AST} 2013,
San Francisco, CA, USA, May 18-19, 2013},
pages = {111--117},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IWAST.2013.6595801},
doi = {10.1109/IWAST.2013.6595801},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/PanWX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WangWW13,
author = {Yue Wang and
Xintao Wu and
Leting Wu},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Differential Privacy Preserving Spectral Graph Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {329--340},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_28},
doi = {10.1007/978-3-642-37456-2\_28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WangWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YingWW13,
author = {Xiaowei Ying and
Xintao Wu and
Yue Wang},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {On Linear Refinement of Differential Privacy-Preserving Query Answering},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7819},
pages = {353--364},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37456-2\_30},
doi = {10.1007/978-3-642-37456-2\_30},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YingWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsnm/WuYWLZ12,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
title = {Examining spectral space of complex networks with positive and negative
links},
journal = {Int. J. Soc. Netw. Min.},
volume = {1},
number = {1},
pages = {91--111},
year = {2012},
url = {https://doi.org/10.1504/IJSNM.2012.045107},
doi = {10.1504/IJSNM.2012.045107},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsnm/WuYWLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LuoWCP12,
author = {Zhilin Luo and
Xintao Wu and
Wandong Cai and
Dong Peng},
title = {Examining Multi-factor Interactions in Microblogging Based on Log-linear
Modeling},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {189--193},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.41},
doi = {10.1109/ASONAM.2012.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/LuoWCP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/WangWZX12,
author = {Yue Wang and
Xintao Wu and
Jun Zhu and
Yang Xiang},
title = {On Learning Cluster Coefficient of Private Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {395--402},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.71},
doi = {10.1109/ASONAM.2012.71},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/WangWZX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/LuoWW12,
author = {Zhilin Luo and
Yue Wang and
Xintao Wu},
editor = {Xiaoyang Sean Wang and
Isabel F. Cruz and
Alex Delis and
Guangyan Huang},
title = {Predicting Retweeting Behavior Based on Autoregressive Moving Average
Model},
booktitle = {Web Information Systems Engineering - {WISE} 2012 - 13th International
Conference, Paphos, Cyprus, November 28-30, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7651},
pages = {777--782},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35063-4\_65},
doi = {10.1007/978-3-642-35063-4\_65},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wise/LuoWW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1207-5466,
author = {Yongge Wang and
Xintao Wu},
title = {Approximate Inverse Frequent Itemset Mining: Privacy, Complexity,
and Approximation},
journal = {CoRR},
volume = {abs/1207.5466},
year = {2012},
url = {http://arxiv.org/abs/1207.5466},
eprinttype = {arXiv},
eprint = {1207.5466},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcse/GuoYW11,
author = {Ling Guo and
Xiaowei Ying and
Xintao Wu},
title = {Limiting Attribute Disclosure in Randomization Based Microdata Release},
journal = {J. Comput. Sci. Eng.},
volume = {5},
number = {3},
pages = {169--182},
year = {2011},
url = {https://doi.org/10.5626/JCSE.2011.5.3.169},
doi = {10.5626/JCSE.2011.5.3.169},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcse/GuoYW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YingW11,
author = {Xiaowei Ying and
Xintao Wu},
title = {On link privacy in randomizing social networks},
journal = {Knowl. Inf. Syst.},
volume = {28},
number = {3},
pages = {645--663},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0353-5},
doi = {10.1007/S10115-010-0353-5},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YingW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YingWW11,
author = {Xiaowei Ying and
Leting Wu and
Xintao Wu},
title = {A Spectrum-Based Framework for Quantifying Randomness of Social Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {23},
number = {12},
pages = {1842--1856},
year = {2011},
url = {https://doi.org/10.1109/TKDE.2010.218},
doi = {10.1109/TKDE.2010.218},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YingWW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YingWB11,
author = {Xiaowei Ying and
Xintao Wu and
Daniel Barbar{\'{a}}},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Spectrum based fraud detection in social networks},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {912--923},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767910},
doi = {10.1109/ICDE.2011.5767910},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YingWB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuYWZ11,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Zhi{-}Hua Zhou},
editor = {Toby Walsh},
title = {Line Orthogonality in Adjacency Eigenspace with Application to Community
Partition},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2349--2354},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-391},
doi = {10.5591/978-1-57735-516-8/IJCAI11-391},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WuYWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/PanWX11,
author = {Kai Pan and
Xintao Wu and
Tao Xie},
editor = {Perry Alexander and
Corina S. Pasareanu and
John G. Hosking},
title = {Generating program inputs for database application testing},
booktitle = {26th {IEEE/ACM} International Conference on Automated Software Engineering
{(ASE} 2011), Lawrence, KS, USA, November 6-10, 2011},
pages = {73--82},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASE.2011.6100152},
doi = {10.1109/ASE.2011.6100152},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kbse/PanWX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WuYWLZ11,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu and
Aidong Lu and
Zhi{-}Hua Zhou},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Spectral Analysis of \emph{k}-Balanced Signed Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {1--12},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_1},
doi = {10.1007/978-3-642-20847-8\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WuYWLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PanWX11,
author = {Kai Pan and
Xintao Wu and
Tao Xie},
editor = {Goetz Graefe and
Kenneth Salem},
title = {Database state generation via dynamic symbolic execution for coverage
criteria},
booktitle = {Proceedings of the Fourth International Workshop on Testing Database
Systems, DBTest 2011, Athens, Greece, June 13, 2011},
pages = {4},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1988842.1988846},
doi = {10.1145/1988842.1988846},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/PanWX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/YingWB10,
author = {Xiaowei Ying and
Xintao Wu and
Daniel Barbar{\'{a}}},
editor = {Ehab Al{-}Shaer and
Angelos D. Keromytis and
Vitaly Shmatikov},
title = {Spectrum based fraud detection in social networks},
booktitle = {Proceedings of the 17th {ACM} Conference on Computer and Communications
Security, {CCS} 2010, Chicago, Illinois, USA, October 4-8, 2010},
pages = {747--749},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1866307.1866418},
doi = {10.1145/1866307.1866418},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/YingWB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuoYW10,
author = {Ling Guo and
Xiaowei Ying and
Xintao Wu},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {On Attribute Disclosure in Randomization Based Privacy Preserving
Data Publishing},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {466--473},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.76},
doi = {10.1109/ICDMW.2010.76},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuoYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuYW10,
author = {Leting Wu and
Xiaowei Ying and
Xintao Wu},
title = {Reconstruction from Randomized Graph via Low Rank Approximation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {60--71},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.6},
doi = {10.1137/1.9781611972801.6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vizsec/HarrisonHYLWW10,
author = {Lane Harrison and
Xianlin Hu and
Xiaowei Ying and
Aidong Lu and
Weichao Wang and
Xintao Wu},
editor = {John Gerth},
title = {Interactive detection of network anomalies via coordinated multiple
views},
booktitle = {7th International Symposium on Visualization for Cyber Security, VizSec
2010, Ottawa, ON, Canada, September 14, 2010},
pages = {91--101},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1850795.1850806},
doi = {10.1145/1850795.1850806},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vizsec/HarrisonHYLWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/WuYLC10,
author = {Xintao Wu and
Xiaowei Ying and
Kun Liu and
Lei Chen},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {A Survey of Privacy-Preservation of Graphs and Social Networks},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {421--453},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_14},
doi = {10.1007/978-1-4419-6045-0\_14},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/WuYLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/GuoW09,
author = {Ling Guo and
Xintao Wu},
title = {Privacy Preserving Categorical Data Analysis with Unknown Distortion
Parameters},
journal = {Trans. Data Priv.},
volume = {2},
number = {3},
pages = {185--205},
year = {2009},
url = {http://www.tdp.cat/issues/abs.a025a09.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/GuoW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YingPWG09,
author = {Xiaowei Ying and
Kai Pan and
Xintao Wu and
Ling Guo},
editor = {C. Lee Giles and
Prasenjit Mitra and
Igor Perisic and
John Yen and
Haizheng Zhang},
title = {Comparisons of randomization and K-degree anonymization schemes for
privacy preserving social network publishing},
booktitle = {Proceedings of the 3rd Workshop on Social Network Mining and Analysis,
{SNAKDD} 2009, Paris, France, June 28, 2009},
pages = {10},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1731011.1731021},
doi = {10.1145/1731011.1731021},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YingPWG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YingW09,
author = {Xiaowei Ying and
Xintao Wu},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {On Link Privacy in Randomizing Social Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {28--39},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_6},
doi = {10.1007/978-3-642-01307-2\_6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YingW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YingW09,
author = {Xiaowei Ying and
Xintao Wu},
title = {On Randomness Measures for Social Networks},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {709--720},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.61},
doi = {10.1137/1.9781611972795.61},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YingW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YingW09a,
author = {Xiaowei Ying and
Xintao Wu},
title = {Graph Generation with Prescribed Feature Constraints},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {966--977},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.83},
doi = {10.1137/1.9781611972795.83},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YingW09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/YingWPG09,
author = {Xiaowei Ying and
Xintao Wu and
Kai Pan and
Ling Guo},
editor = {Zbigniew W. Ras and
William Ribarsky},
title = {On the Quantification of Identity and Link Disclosures in Randomizing
Social Networks},
booktitle = {Advances in Information and Intelligent Systems},
series = {Studies in Computational Intelligence},
volume = {251},
pages = {91--116},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04141-9\_5},
doi = {10.1007/978-3-642-04141-9\_5},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/YingWPG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/QiuLW08,
author = {Ling Qiu and
Yingjiu Li and
Xintao Wu},
title = {Protecting business intelligence and customer privacy while outsourcing
data mining tasks},
journal = {Knowl. Inf. Syst.},
volume = {17},
number = {1},
pages = {99--120},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0113-3},
doi = {10.1007/S10115-007-0113-3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/QiuLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GuoWL08,
author = {Songtao Guo and
Xintao Wu and
Yingjiu Li},
title = {Determining error bounds for spectral filtering based reconstruction
methods in privacy preserving data mining},
journal = {Knowl. Inf. Syst.},
volume = {17},
number = {2},
pages = {217--240},
year = {2008},
url = {https://doi.org/10.1007/s10115-008-0123-9},
doi = {10.1007/S10115-008-0123-9},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GuoWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuoGW08,
author = {Ling Guo and
Songtao Guo and
Xintao Wu},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {On Addressing Accuracy Concerns in Privacy Preserving Association
Rule Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {124--135},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_13},
doi = {10.1007/978-3-540-68125-0\_13},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GuoGW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangW08,
author = {Xiaowei Ying and
Xintao Wu},
title = {Randomizing Social Networks: a Spectrum Preserving Approach},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {739--750},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.67},
doi = {10.1137/1.9781611972788.67},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/WuWGZ07,
author = {Xintao Wu and
Yongge Wang and
Songtao Guo and
Yuliang Zheng},
title = {Privacy Preserving Database Generation for Database Application Testing},
journal = {Fundam. Informaticae},
volume = {78},
number = {4},
pages = {595--612},
year = {2007},
url = {http://content.iospress.com/articles/fundamenta-informaticae/fi78-4-09},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fuin/WuWGZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/QiuLW07,
author = {Ling Qiu and
Yingjiu Li and
Xintao Wu},
title = {Preserving privacy in association rule mining with bloom filters},
journal = {J. Intell. Inf. Syst.},
volume = {29},
number = {3},
pages = {253--278},
year = {2007},
url = {https://doi.org/10.1007/s10844-006-0018-8},
doi = {10.1007/S10844-006-0018-8},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/QiuLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuoW07,
author = {Songtao Guo and
Xintao Wu},
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Deriving Private Information from Arbitrarily Projected Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
pages = {84--95},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0\_11},
doi = {10.1007/978-3-540-71701-0\_11},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GuoW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoGW07,
author = {Ling Guo and
Songtao Guo and
Xintao Wu},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Privacy Preserving Market Basket Data Analysis},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {103--114},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_13},
doi = {10.1007/978-3-540-74976-9\_13},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuoGW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Wu06,
author = {Xintao Wu},
title = {Incorporating large unlabeled data to enhance {EM} classification},
journal = {J. Intell. Inf. Syst.},
volume = {26},
number = {3},
pages = {211--226},
year = {2006},
url = {https://doi.org/10.1007/s10844-006-0865-3},
doi = {10.1007/S10844-006-0865-3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/Wu06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuY06a,
author = {Xintao Wu and
Yong Ye},
title = {Exploring gene causal interactions using an enhanced constraint-based
method},
journal = {Pattern Recognit.},
volume = {39},
number = {12},
pages = {2439--2449},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2006.05.003},
doi = {10.1016/J.PATCOG.2006.05.003},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WuY06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GuoWL06,
author = {Songtao Guo and
Xintao Wu and
Yingjiu Li},
editor = {Roger S. Barga and
Xiaofang Zhou},
title = {Deriving Private Information from Perturbed Data Using {IQR} Based
Approach},
booktitle = {Proceedings of the 22nd International Conference on Data Engineering
Workshops, {ICDE} 2006, 3-7 April 2006, Atlanta, GA, {USA}},
pages = {92},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDEW.2006.47},
doi = {10.1109/ICDEW.2006.47},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/GuoWL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QiuLW06,
author = {Ling Qiu and
Yingjiu Li and
Xintao Wu},
title = {An Approach to Outsourcing Data Mining Tasks while Protecting Business
Intelligence and Customer Privacy},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {551--558},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.26},
doi = {10.1109/ICDMW.2006.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QiuLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciss/LuLW06,
author = {Haibing Lu and
Yingjiu Li and
Xintao Wu},
editor = {Aditya Bagchi and
Vijayalakshmi Atluri},
title = {Disclosure Risk in Dynamic Two-Dimensional Contingency Tables (Extended
Abstract)},
booktitle = {Information Systems Security, Second International Conference, {ICISS}
2006, Kolkata, India, December 19-21, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4332},
pages = {349--352},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11961635\_25},
doi = {10.1007/11961635\_25},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciss/LuLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoWL06,
author = {Songtao Guo and
Xintao Wu and
Yingjiu Li},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {On the Lower Bound of Reconstruction Error for Spectral Filtering
Based Privacy Preserving Data Mining},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {520--527},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_51},
doi = {10.1007/11871637\_51},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuoWL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psd/LuLW06,
author = {Haibing Lu and
Yingjiu Li and
Xintao Wu},
editor = {Josep Domingo{-}Ferrer and
Luisa Franconi},
title = {Disclosure Analysis for Two-Way Contingency Tables},
booktitle = {Privacy in Statistical Databases, {CENEX-SDC} Project International
Conference, {PSD} 2006, Rome, Italy, December 13-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4302},
pages = {57--67},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11930242\_6},
doi = {10.1007/11930242\_6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psd/LuLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/WuGL06,
author = {Xintao Wu and
Songtao Guo and
Yingjiu Li},
editor = {Hisham Haddad},
title = {Towards value disclosure analysis in modeling general databases},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {617--621},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141417},
doi = {10.1145/1141277.1141417},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/WuGL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/GuoW06,
author = {Songtao Guo and
Xintao Wu},
editor = {Hisham Haddad},
title = {On the use of spectral filtering for privacy preserving data mining},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {622--626},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141418},
doi = {10.1145/1141277.1141418},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/GuoW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangW05,
author = {Yongge Wang and
Xintao Wu},
title = {Approximate Inverse Frequent Itemset Mining: Privacy, Complexity,
and Approximation},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {482--489},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.27},
doi = {10.1109/ICDM.2005.27},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/WuSWZ05,
author = {Xintao Wu and
Chintan Sanghvi and
Yongge Wang and
Yuliang Zheng},
editor = {Bipin C. Desai and
Gottfried Vossen},
title = {Privacy Aware Data Generation for Testing Database Applications},
booktitle = {Ninth International Database Engineering and Applications Symposium
{(IDEAS} 2005), 25-27 July 2005, Montreal, Canada},
pages = {317--326},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/IDEAS.2005.45},
doi = {10.1109/IDEAS.2005.45},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/WuSWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/WuWZ05,
author = {Xintao Wu and
Yongge Wang and
Yuliang Zheng},
editor = {Mohand{-}Said Hacid and
Neil V. Murray and
Zbigniew W. Ras and
Shusaku Tsumoto},
title = {Statistical Database Modeling for Privacy Preserving Database Generation},
booktitle = {Foundations of Intelligent Systems, 15th International Symposium,
{ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3488},
pages = {382--390},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11425274\_40},
doi = {10.1007/11425274\_40},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismis/WuWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/YeW05,
author = {Yong Ye and
Xintao Wu},
editor = {Mohand{-}Said Hacid and
Neil V. Murray and
Zbigniew W. Ras and
Shusaku Tsumoto},
title = {Efficient Causal Interaction Learning with Applications in Microarray},
booktitle = {Foundations of Intelligent Systems, 15th International Symposium,
{ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3488},
pages = {622--630},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11425274\_64},
doi = {10.1007/11425274\_64},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/YeW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuWWL05,
author = {Xintao Wu and
Ying Wu and
Yongge Wang and
Yingjiu Li},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Privacy Aware Market Basket Data Set Generation: {A} Feasible Approach
for Inverse Frequent Set Mining},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {103--114},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.10},
doi = {10.1137/1.9781611972757.10},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WuWWL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YeWSZ04,
author = {Yong Ye and
Xintao Wu and
Kalpathi R. Subramanian and
Liying Zhang},
editor = {Z. Meral {\"{O}}zsoyoglu and
Stanley B. Zdonik},
title = {GenExplore: Interactive Exploration of Gene Interactions from Microarray
Data},
booktitle = {Proceedings of the 20th International Conference on Data Engineering,
{ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}},
pages = {860},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDE.2004.1320088},
doi = {10.1109/ICDE.2004.1320088},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YeWSZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustbus/WangWZ04,
author = {Yongge Wang and
Xintao Wu and
Yuliang Zheng},
editor = {Sokratis K. Katsikas and
Javier L{\'{o}}pez and
G{\"{u}}nther Pernul},
title = {Privacy Preserving Data Generation for Database Application Performance
Testing},
booktitle = {Trust and Privacy in Digital Business, First International Conference,
TrustBus 2004, Zaragoza, Spain, August 30 - September 1, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3184},
pages = {142--151},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30079-3\_15},
doi = {10.1007/978-3-540-30079-3\_15},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustbus/WangWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BarbaraW03,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
title = {An Approximate Median Polish Algorithm for Large Multidimensional
Data Sets},
journal = {Knowl. Inf. Syst.},
volume = {5},
number = {4},
pages = {416--438},
year = {2003},
url = {https://doi.org/10.1007/10.1007/s10115-003-0096-7},
doi = {10.1007/10.1007/S10115-003-0096-7},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/BarbaraW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/WuYZ03,
author = {Xintao Wu and
Yong Ye and
Liying Zhang},
title = {Graphical modeling based gene interaction analysis for microarray
data},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {2},
pages = {91--100},
year = {2003},
url = {https://doi.org/10.1145/980972.980984},
doi = {10.1145/980972.980984},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/WuYZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/WuB03,
author = {Xintao Wu and
Daniel Barbar{\'{a}}},
title = {Compressing High Dimensional Datasets by Fractals},
booktitle = {2003 Data Compression Conference {(DCC} 2003), 25-27 March 2003, Snowbird,
UT, {USA}},
pages = {452},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/DCC.2003.1194071},
doi = {10.1109/DCC.2003.1194071},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/WuB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYS03,
author = {Xintao Wu and
Yong Ye and
Kalpathi R. Subramanian},
editor = {Mohammed Javeed Zaki and
Jason Tsong{-}Li Wang and
Hannu Toivonen},
title = {Interactive Analysis of Gene Interactions Using Graphical gaussian
model},
booktitle = {Proceedings of the 3nd {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2003), August 27th, 2003, Washington, DC, {USA}},
pages = {63--69},
year = {2003},
url = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD03/proceedings/11-wu.pdf},
timestamp = {Wed, 20 Aug 2003 08:22:52 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuYS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuBY03,
author = {Xintao Wu and
Daniel Barbar{\'{a}} and
Yong Ye},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Screening and interpreting multi-item associations based on log-linear
modeling},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {276--285},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956783},
doi = {10.1145/956750.956783},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuBY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wpes/WuWZ03,
author = {Xintao Wu and
Yongge Wang and
Yuliang Zheng},
editor = {Sushil Jajodia and
Pierangela Samarati and
Paul F. Syverson},
title = {Privacy preserving database application testing},
booktitle = {Proceedings of the 2003 {ACM} Workshop on Privacy in the Electronic
Society, {WPES} 2003, Washington, DC, USA, October 30, 2003},
pages = {118--128},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/1005140.1005159},
doi = {10.1145/1005140.1005159},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wpes/WuWZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/WuB02,
author = {Xintao Wu and
Daniel Barbar{\'{a}}},
title = {Learning missing values from summary constraints},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {1},
pages = {21--30},
year = {2002},
url = {https://doi.org/10.1145/568574.568579},
doi = {10.1145/568574.568579},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/WuB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/WuB02,
author = {Xintao Wu and
Daniel Barbar{\'{a}}},
editor = {Yahiko Kambayashi and
Werner Winiwarter and
Masatoshi Arikawa},
title = {Modeling and Imputation of Large Incomplete Multidimensional Datasets},
booktitle = {Data Warehousing and Knowledge Discovery, 4th International Conference,
DaWaK 2002, Aix-en-Provence, France, September 4-6, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2454},
pages = {286--295},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46145-0\_28},
doi = {10.1007/3-540-46145-0\_28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/WuB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuFS02,
author = {Xintao Wu and
Jianping Fan and
Kalpathi R. Subramanian},
title = {{B-EM:} a classifier incorporating bootstrap with {EM} approach for
data mining},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {670--675},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775147},
doi = {10.1145/775047.775147},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuFS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/BarbaraW01,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
title = {Loglinear-Based Quasi Cubes},
journal = {J. Intell. Inf. Syst.},
volume = {16},
number = {3},
pages = {255--276},
year = {2001},
url = {https://doi.org/10.1023/A:1011224019249},
doi = {10.1023/A:1011224019249},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/BarbaraW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/BarbaraW01,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
editor = {Xiaoyang Sean Wang and
Ge Yu and
Hongjun Lu},
title = {Finding Dense Clusters in Hyperspace: An Approach Based on Row Shuffling},
booktitle = {Advances in Web-Age Information Management, Second International Conference,
{WAIM} 2001, Xi'an, China, July 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2118},
pages = {305--316},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-47714-4\_28},
doi = {10.1007/3-540-47714-4\_28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/BarbaraW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/BarbaraW00,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
editor = {Yahiko Kambayashi and
Mukesh K. Mohania and
A Min Tjoa},
title = {Supporting Online Queries in {ROLAP}},
booktitle = {Data Warehousing and Knowledge Discovery, Second International Conference,
DaWaK 2000, London, UK, September 4-6, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1874},
pages = {234--243},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44466-1\_23},
doi = {10.1007/3-540-44466-1\_23},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/BarbaraW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/BarbaraW00,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
editor = {Hongjun Lu and
Aoying Zhou},
title = {Using Loglinear Models to Compress Datacube},
booktitle = {Web-Age Information Management, First International Conference, {WAIM}
2000, Shanghai, China, June 21-23, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1846},
pages = {311--322},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45151-X\_30},
doi = {10.1007/3-540-45151-X\_30},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/BarbaraW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/BarbaraW99,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
title = {The Role of Approximations in Maintaining and Using Aggregate Views},
journal = {{IEEE} Data Eng. Bull.},
volume = {22},
number = {4},
pages = {15--21},
year = {1999},
url = {http://sites.computer.org/debull/99dec/barbara.ps},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/BarbaraW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BarbaraW99,
author = {Daniel Barbar{\'{a}} and
Xintao Wu},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Using Approximations to Scale Exploratory Data Analysis in Datacubes},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {382--386},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312288},
doi = {10.1145/312129.312288},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BarbaraW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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