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ORCIDBibTeX records: Li Xiong 0001
@article{DBLP:journals/pvldb/LiuXLPRX24,
author = {Haocheng Xia and
Xiang Li and
Junyuan Pang and
Jinfei Liu and
Kui Ren and
Li Xiong},
title = {P-Shapley: Shapley Values on Probabilistic Classifiers},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {7},
pages = {1737--1750},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p1737-liu.pdf},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuXLPRX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KatoXTCY24,
author = {Fumiyuki Kato and
Li Xiong and
Shun Takagi and
Yang Cao and
Masatoshi Yoshikawa},
title = {Uldp-FL: Federated Learning with Across Silo User-Level Differential
Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {11},
pages = {2826--2839},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p2826-kato.pdf},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KatoXTCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TakagiXKCY24,
author = {Shun Takagi and
Li Xiong and
Fumiyuki Kato and
Yang Cao and
Masatoshi Yoshikawa},
title = {HRNet: Differentially Private Hierarchical and Multi-Resolution Network
for Human Mobility Data Synthesization},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {11},
pages = {3058--3071},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p3058-takagi.pdf},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/TakagiXKCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangSFCDSTATWXGPBWHSOZ24,
author = {Meihui Zhang and
Cyrus Shahabi and
Ju Fan and
Yang Cao and
Xiaoou Ding and
Divesh Srivastava and
Nesime Tatbul and
Sihem Amer{-}Yahia and
Yongxin Tong and
Yuncheng Wu and
Li Xiong and
Torsten Grust and
Themis Palpanas and
Philippe Bonnet and
Haixun Wang and
Wook{-}Shin Han and
Ibrahim Sabek and
M. Tamer {\"{O}}zsu and
Xiaofang Zhou},
title = {Front Matter},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {12},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/FrontMatterVol17No12.pdf},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ZhangSFCDSTATWXGPBWHSOZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/MokbelSXZAAAAACCCCFGGGJ24,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Seok Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Cyrus Shahabi and
Bettina Speckmann and
Egemen Tanin and
Xu Teng and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Mobility Data Science: Perspectives and Challenges},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {10},
number = {2},
pages = {10},
year = {2024},
url = {https://doi.org/10.1145/3652158},
doi = {10.1145/3652158},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/MokbelSXZAAAAACCCCFGGGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/ZufleSASXSXKHPM24,
author = {Andreas Z{\"{u}}fle and
Flora D. Salim and
Taylor Anderson and
Matthew Scotch and
Li Xiong and
Kacper Sokol and
Hao Xue and
Ruochen Kong and
David J. Heslop and
Hye{-}Young Paik and
C. Raina MacIntyre},
title = {Leveraging Simulation Data to Understand Bias in Predictive Models
of Infectious Disease Spread},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {10},
number = {2},
pages = {17},
year = {2024},
url = {https://doi.org/10.1145/3660631},
doi = {10.1145/3660631},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/ZufleSASXSXKHPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangT0SWK024,
author = {Wenjie Wang and
Pengfei Tang and
Jian Lou and
Yuanming Shao and
Lance Waller and
Yi{-}an Ko and
Li Xiong},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{IGAMT:} Privacy-Preserving Electronic Health Record Synthesization
with Heterogeneity and Irregularity},
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 = {15634--15643},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29491},
doi = {10.1609/AAAI.V38I14.29491},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangT0SWK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/RazmiLX24,
author = {Fereshteh Razmi and
Jian Lou and
Li Xiong},
editor = {Anna Lisa Ferrara and
Ram Krishnan},
title = {Does Differential Privacy Prevent Backdoor Attacks in Practice?},
booktitle = {Data and Applications Security and Privacy {XXXVIII} - 38th Annual
{IFIP} {WG} 11.3 Conference, DBSec 2024, San Jose, CA, USA, July 15-17,
2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14901},
pages = {320--340},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-65172-4\_20},
doi = {10.1007/978-3-031-65172-4\_20},
timestamp = {Tue, 30 Jul 2024 21:29:14 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/RazmiLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BiLZZ0024,
author = {Yuran Bi and
Jinfei Liu and
Chen Zhao and
Junyi Zhao and
Kui Ren and
Li Xiong},
title = {Share: Stackelberg-Nash based Data Markets},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {3573--3586},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00275},
doi = {10.1109/ICDE60146.2024.00275},
timestamp = {Mon, 29 Jul 2024 14:11:15 +0200},
biburl = {https://dblp.org/rec/conf/icde/BiLZZ0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BiWL0024,
author = {Yuran Bi and
Yihang Wu and
Jinfei Liu and
Kui Ren and
Li Xiong},
title = {When Data Pricing Meets Non-Cooperative Game Theory},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {5548--5559},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00443},
doi = {10.1109/ICDE60146.2024.00443},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/BiWL0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinC0S24,
author = {Haowen Lin and
Yao{-}Yi Chiang and
Li Xiong and
Cyrus Shahabi},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal
Point Processes},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {625--633},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.72},
doi = {10.1137/1.9781611978032.72},
timestamp = {Wed, 03 Jul 2024 17:08:12 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinC0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangL000024,
author = {Qiuchen Zhang and
Hong{-}Kyu Lee and
Jing Ma and
Jian Lou and
Carl Yang and
Li Xiong},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {{DPAR:} Decoupled Graph Neural Networks with Node-Level Differential
Privacy},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {1170--1181},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645531},
doi = {10.1145/3589334.3645531},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangL000024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10458,
author = {Hong{-}Kyu Lee and
Qiuchen Zhang and
Carl Yang and
Jian Lou and
Li Xiong},
title = {Contrastive Unlearning: {A} Contrastive Approach to Machine Unlearning},
journal = {CoRR},
volume = {abs/2401.10458},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10458},
doi = {10.48550/ARXIV.2401.10458},
eprinttype = {arXiv},
eprint = {2401.10458},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16251,
author = {Junxu Liu and
Jian Lou and
Li Xiong and
Jinfei Liu and
Xiaofeng Meng},
title = {Cross-silo Federated Learning with Record-level Personalized Differential
Privacy},
journal = {CoRR},
volume = {abs/2401.16251},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16251},
doi = {10.48550/ARXIV.2401.16251},
eprinttype = {arXiv},
eprint = {2401.16251},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09562,
author = {Ruixuan Liu and
Tianhao Wang and
Yang Cao and
Li Xiong},
title = {PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy
Traps},
journal = {CoRR},
volume = {abs/2403.09562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09562},
doi = {10.48550/ARXIV.2403.09562},
eprinttype = {arXiv},
eprint = {2403.09562},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08043,
author = {Shun Takagi and
Li Xiong and
Fumiyuki Kato and
Yang Cao and
Masatoshi Yoshikawa},
title = {HRNet: Differentially Private Hierarchical and Multi-Resolution Network
for Human Mobility Data Synthesization},
journal = {CoRR},
volume = {abs/2405.08043},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08043},
doi = {10.48550/ARXIV.2405.08043},
eprinttype = {arXiv},
eprint = {2405.08043},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02744,
author = {Yixuan Liu and
Li Xiong and
Yuhan Liu and
Yujie Gu and
Ruixuan Liu and
Hong Chen},
title = {{DPDR:} Gradient Decomposition and Reconstruction for Differentially
Private Deep Learning},
journal = {CoRR},
volume = {abs/2406.02744},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02744},
doi = {10.48550/ARXIV.2406.02744},
eprinttype = {arXiv},
eprint = {2406.02744},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14841,
author = {Yihao Zheng and
Haocheng Xia and
Junyuan Pang and
Jinfei Liu and
Kui Ren and
Lingyang Chu and
Yang Cao and
Li Xiong},
title = {TabularMark: Watermarking Tabular Datasets for Machine Learning},
journal = {CoRR},
volume = {abs/2406.14841},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14841},
doi = {10.48550/ARXIV.2406.14841},
eprinttype = {arXiv},
eprint = {2406.14841},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18157,
author = {Yixuan Liu and
Yuhan Liu and
Li Xiong and
Yujie Gu and
Hong Chen},
title = {Enhanced Privacy Bound for Shuffle Model with Personalized Privacy},
journal = {CoRR},
volume = {abs/2407.18157},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18157},
doi = {10.48550/ARXIV.2407.18157},
eprinttype = {arXiv},
eprint = {2407.18157},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/Bhavani0PSQVRCC23,
author = {Sivasubramanium V. Bhavani and
Li Xiong and
Abish Pius and
Matthew W. Semler and
Edward T. Qian and
Philip A. Verhoef and
Chad Robichaux and
Craig M. Coopersmith and
Matthew M. Churpek},
title = {Comparison of time series clustering methods for identifying novel
subphenotypes of patients with infection},
journal = {J. Am. Medical Informatics Assoc.},
volume = {30},
number = {6},
pages = {1158--1166},
year = {2023},
url = {https://doi.org/10.1093/jamia/ocad063},
doi = {10.1093/JAMIA/OCAD063},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/Bhavani0PSQVRCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/0006SL0P023,
author = {Jiayao Zhang and
Qiheng Sun and
Jinfei Liu and
Li Xiong and
Jian Pei and
Kui Ren},
title = {Efficient Sampling Approaches to Shapley Value Approximation},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {1},
pages = {48:1--48:24},
year = {2023},
url = {https://doi.org/10.1145/3588728},
doi = {10.1145/3588728},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/0006SL0P023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/XiaL0Q00023,
author = {Haocheng Xia and
Jinfei Liu and
Jian Lou and
Zhan Qin and
Kui Ren and
Yang Cao and
Li Xiong},
title = {Equitable Data Valuation Meets the Right to Be Forgotten in Model
Markets},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {11},
pages = {3349--3362},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p3349-liu.pdf},
doi = {10.14778/3611479.3611531},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/XiaL0Q00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/Hasan023,
author = {Mohammad Al Hasan and
Li Xiong},
title = {{CIKM} 2022 Conference Report},
journal = {{SIGWEB} Newsl.},
volume = {2023},
number = {Spring},
pages = {2:1--2:4},
year = {2023},
url = {https://doi.org/10.1145/3599685.3599687},
doi = {10.1145/3599685.3599687},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigweb/Hasan023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuZ0LC23,
author = {Yixuan Liu and
Suyun Zhao and
Li Xiong and
Yuhan Liu and
Hong Chen},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Echo of Neighbors: Privacy Amplification for Personalized Private
Federated Learning with Shuffle Model},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11865--11872},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26400},
doi = {10.1609/AAAI.V37I10.26400},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuZ0LC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangLXZL23,
author = {Shuijing Zhang and
Jian Lou and
Li Xiong and
Xiaoyu Zhang and
Jing Liu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Closed-form Machine Unlearning for Matrix Factorization},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3278--3287},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614811},
doi = {10.1145/3583780.3614811},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangLXZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Liu00M23,
author = {Junxu Liu and
Jian Lou and
Li Xiong and
Xiaofeng Meng},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Personalized Differentially Private Federated Learning without Exposing
Privacy Budgets},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4140--4144},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615247},
doi = {10.1145/3583780.3615247},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Liu00M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/RazmiX23,
author = {Fereshteh Razmi and
Li Xiong},
editor = {Vijayalakshmi Atluri and
Anna Lisa Ferrara},
title = {Classification Auto-Encoder Based Detector Against Diverse Data Poisoning
Attacks},
booktitle = {Data and Applications Security and Privacy {XXXVII} - 37th Annual
{IFIP} {WG} 11.3 Conference, DBSec 2023, Sophia-Antipolis, France,
July 19-21, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13942},
pages = {263--281},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-37586-6\_16},
doi = {10.1007/978-3-031-37586-6\_16},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/RazmiX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiuX0Z0Q23,
author = {Junxu Liu and
Mingsheng Xue and
Jian Lou and
Xiaoyu Zhang and
Li Xiong and
Zhan Qin},
title = {MUter: Machine Unlearning on Adversarially Trained Models},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {4869--4879},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00451},
doi = {10.1109/ICCV51070.2023.00451},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/LiuX0Z0Q23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0006XSL0P023,
author = {Jiayao Zhang and
Haocheng Xia and
Qiheng Sun and
Jinfei Liu and
Li Xiong and
Jian Pei and
Kui Ren},
title = {Dynamic Shapley Value Computation},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {639--652},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00055},
doi = {10.1109/ICDE55515.2023.00055},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/0006XSL0P023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LinGSL00WPWL23,
author = {Qiongqiong Lin and
Yunfan Gu and
Jingyan Sai and
Jinfei Liu and
Kui Ren and
Li Xiong and
Tianzhen Wang and
Yanbei Pang and
Sheng Wang and
Feifei Li},
title = {EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {2878--2891},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00220},
doi = {10.1109/ICDE55515.2023.00220},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LinGSL00WPWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunL00LLQ023,
author = {Qiheng Sun and
Xiang Li and
Jiayao Zhang and
Li Xiong and
Weiran Liu and
Jinfei Liu and
Zhan Qin and
Kui Ren},
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 = {ShapleyFL: Robust Federated Learning Based on Shapley Value},
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 = {2096--2108},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599500},
doi = {10.1145/3580305.3599500},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunL00LLQ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/ZhangLTCSX23,
author = {Minxing Zhang and
Haowen Lin and
Shun Takagi and
Yang Cao and
Cyrus Shahabi and
Li Xiong},
title = {{CSGAN:} Modality-Aware Trajectory Generation via Clustering-based
Sequence {GAN}},
booktitle = {24th {IEEE} International Conference on Mobile Data Management, {MDM}
2023, Singapore, July 3-6, 2023},
pages = {148--157},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MDM58254.2023.00032},
doi = {10.1109/MDM58254.2023.00032},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdm/ZhangLTCSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/Ren00HJB23,
author = {Yifei Ren and
Jian Lou and
Li Xiong and
Joyce C. Ho and
Xiaoqian Jiang and
Sivasubramanium Venkatraman Bhavani},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {{MULTIPAR:} Supervised Irregular Tensor Factorization with Multi-task
Learning for Computational Phenotyping},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {498--511},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/ren23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/Ren00HJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RazmiLHX23,
author = {Fereshteh Razmi and
Jian Lou and
Yuan Hong and
Li Xiong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Interpretation Attacks and Defenses on Predictive Models Using Electronic
Health Records},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {446--461},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_27},
doi = {10.1007/978-3-031-43418-1\_27},
timestamp = {Wed, 20 Sep 2023 23:28:46 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RazmiLHX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpsisa/LiuZLS0TKY023,
author = {Ruixuan Liu and
Sepanta Zeighami and
Haowen Lin and
Cyrus Shahabi and
Yang Cao and
Shun Takagi and
Yoko Konishi and
Masatoshi Yoshikawa and
Li Xiong},
title = {Supporting Pandemic Preparedness with Privacy Enhancing Technology},
booktitle = {5th {IEEE} International Conference on Trust, Privacy and Security
in Intelligent Systems and Applications, {TPS-ISA} 2023, Atlanta,
GA, USA, November 1-4, 2023},
pages = {34--43},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/TPS-ISA58951.2023.00014},
doi = {10.1109/TPS-ISA58951.2023.00014},
timestamp = {Tue, 05 Mar 2024 12:00:59 +0100},
biburl = {https://dblp.org/rec/conf/tpsisa/LiuZLS0TKY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Xie0Y23,
author = {Han Xie and
Li Xiong and
Carl Yang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Federated Node Classification over Graphs with Latent Link-type Heterogeneity},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {556--566},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583471},
doi = {10.1145/3543507.3583471},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Xie0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12357,
author = {Wenjie Wang and
Li Xiong and
Jian Lou},
title = {Wasserstein Adversarial Examples on Univariant Time Series Data},
journal = {CoRR},
volume = {abs/2303.12357},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12357},
doi = {10.48550/ARXIV.2303.12357},
eprinttype = {arXiv},
eprint = {2303.12357},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05516,
author = {Yixuan Liu and
Suyun Zhao and
Li Xiong and
Yuhan Liu and
Hong Chen},
title = {Echo of Neighbors: Privacy Amplification for Personalized Private
Federated Learning with Shuffle Model},
journal = {CoRR},
volume = {abs/2304.05516},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05516},
doi = {10.48550/ARXIV.2304.05516},
eprinttype = {arXiv},
eprint = {2304.05516},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06929,
author = {Rachel Cummings and
Damien Desfontaines and
David Evans and
Roxana Geambasu and
Matthew Jagielski and
Yangsibo Huang and
Peter Kairouz and
Gautam Kamath and
Sewoong Oh and
Olga Ohrimenko and
Nicolas Papernot and
Ryan Rogers and
Milan Shen and
Shuang Song and
Weijie J. Su and
Andreas Terzis and
Abhradeep Thakurta and
Sergei Vassilvitskii and
Yu{-}Xiang Wang and
Li Xiong and
Sergey Yekhanin and
Da Yu and
Huanyu Zhang and
Wanrong Zhang},
title = {Challenges towards the Next Frontier in Privacy},
journal = {CoRR},
volume = {abs/2304.06929},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06929},
doi = {10.48550/ARXIV.2304.06929},
eprinttype = {arXiv},
eprint = {2304.06929},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12608,
author = {Xiaolan Gu and
Ming Li and
Li Xiong},
title = {{DP-BREM:} Differentially-Private and Byzantine-Robust Federated Learning
with Client Momentum},
journal = {CoRR},
volume = {abs/2306.12608},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12608},
doi = {10.48550/ARXIV.2306.12608},
eprinttype = {arXiv},
eprint = {2306.12608},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05717,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Sook Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Cyrus Shahabi and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Bettina Speckmann and
Egemen Tanin and
Xu Teng and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Towards Mobility Data Science (Vision Paper)},
journal = {CoRR},
volume = {abs/2307.05717},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05717},
doi = {10.48550/ARXIV.2307.05717},
eprinttype = {arXiv},
eprint = {2307.05717},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12210,
author = {Fumiyuki Kato and
Li Xiong and
Shun Takagi and
Yang Cao and
Masatoshi Yoshikawa},
title = {{ULDP-FL:} Federated Learning with Across Silo User-Level Differential
Privacy},
journal = {CoRR},
volume = {abs/2308.12210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12210},
doi = {10.48550/ARXIV.2308.12210},
eprinttype = {arXiv},
eprint = {2308.12210},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06227,
author = {Fereshteh Razmi and
Jian Lou and
Li Xiong},
title = {Does Differential Privacy Prevent Backdoor Attacks in Practice?},
journal = {CoRR},
volume = {abs/2311.06227},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06227},
doi = {10.48550/ARXIV.2311.06227},
eprinttype = {arXiv},
eprint = {2311.06227},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/TangWLX22,
author = {Pengfei Tang and
Wenjie Wang and
Jian Lou and
Li Xiong},
title = {Generating Adversarial Examples With Distance Constrained Adversarial
Imitation Networks},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {6},
pages = {4145--4155},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2021.3123586},
doi = {10.1109/TDSC.2021.3123586},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/TangWLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/MokbelXZ22,
author = {Mohamed F. Mokbel and
Li Xiong and
Demetrios Zeinalipour{-}Yazti},
title = {Introduction to the Special Issue on Contact Tracing},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {8},
number = {2},
pages = {1--2},
year = {2022},
url = {https://doi.org/10.1145/3514137},
doi = {10.1145/3514137},
timestamp = {Sat, 11 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsas/MokbelXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KuoJ00O22,
author = {Tsung{-}Ting Kuo and
Xiaoqian Jiang and
Hua Xu and
Li Xiong and
Lucila Ohno{-}Machado},
title = {Existing and emerging privacy challenges and solutions for federated
data coordination},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f005-1.4642489/f005-1.4642490/532-1.4642563/540-1.4642560},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/KuoJ00O22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WangH0QH22,
author = {Han Wang and
Hanbin Hong and
Li Xiong and
Zhan Qin and
Yuan Hong},
editor = {Heng Yin and
Angelos Stavrou and
Cas Cremers and
Elaine Shi},
title = {{L-SRR:} Local Differential Privacy for Location-Based Services with
Staircase Randomized Response},
booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2022, Los Angeles, CA, USA, November
7-11, 2022},
pages = {2809--2823},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3548606.3560636},
doi = {10.1145/3548606.3560636},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/WangH0QH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Tahmasebian0022,
author = {Farnaz Tahmasebian and
Jian Lou and
Li Xiong},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {RobustFed: {A} Truth Inference Approach for Robust Federated Learning},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1868--1877},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557439},
doi = {10.1145/3511808.3557439},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Tahmasebian0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KarisaniK022,
author = {Payam Karisani and
Negin Karisani and
Li Xiong},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Multi-View Active Learning for Short Text Classification in User-Generated
Data},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {6441--6453},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.481},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.481},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KarisaniK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/LinXYZ0MB22,
author = {Rongmei Lin and
Yonghui Xiao and
Tien{-}Ju Yang and
Ding Zhao and
Li Xiong and
Giovanni Motta and
Fran{\c{c}}oise Beaufays},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Federated Pruning: Improving Neural Network Efficiency with Federated
Learning},
booktitle = {23rd Annual Conference of the International Speech Communication Association,
Interspeech 2022, Incheon, Korea, September 18-22, 2022},
pages = {1701--1705},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10787},
doi = {10.21437/INTERSPEECH.2022-10787},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/LinXYZ0MB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2022,
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808},
doi = {10.1145/3511808},
isbn = {978-1-4503-9236-5},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00993,
author = {Yifei Ren and
Jian Lou and
Li Xiong and
Joyce C. Ho and
Xiaoqian Jiang and
Sivasubramanium Bhavani},
title = {{MULTIPAR:} Supervised Irregular Tensor Factorization with Multi-task
Learning},
journal = {CoRR},
volume = {abs/2208.00993},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00993},
doi = {10.48550/ARXIV.2208.00993},
eprinttype = {arXiv},
eprint = {2208.00993},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06359,
author = {Rongmei Lin and
Yonghui Xiao and
Tien{-}Ju Yang and
Ding Zhao and
Li Xiong and
Giovanni Motta and
Fran{\c{c}}oise Beaufays},
title = {Federated Pruning: Improving Neural Network Efficiency with Federated
Learning},
journal = {CoRR},
volume = {abs/2209.06359},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06359},
doi = {10.48550/ARXIV.2209.06359},
eprinttype = {arXiv},
eprint = {2209.06359},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15091,
author = {Han Wang and
Hanbin Hong and
Li Xiong and
Zhan Qin and
Yuan Hong},
title = {{L-SRR:} Local Differential Privacy for Location-Based Services with
Staircase Randomized Response},
journal = {CoRR},
volume = {abs/2209.15091},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15091},
doi = {10.48550/ARXIV.2209.15091},
eprinttype = {arXiv},
eprint = {2209.15091},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04442,
author = {Qiuchen Zhang and
Jing Ma and
Jian Lou and
Carl Yang and
Li Xiong},
title = {Towards Training Graph Neural Networks with Node-Level Differential
Privacy},
journal = {CoRR},
volume = {abs/2210.04442},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04442},
doi = {10.48550/ARXIV.2210.04442},
eprinttype = {arXiv},
eprint = {2210.04442},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01628,
author = {Qiuchen Zhang and
Jing Ma and
Jian Lou and
Li Xiong and
Xiaoqian Jiang},
title = {Private Semi-supervised Knowledge Transfer for Deep Learning from
Noisy Labels},
journal = {CoRR},
volume = {abs/2211.01628},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01628},
doi = {10.48550/ARXIV.2211.01628},
eprinttype = {arXiv},
eprint = {2211.01628},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/MokbelSXZAAAAAC22,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Sook Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Cyrus Shahabi and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Bettina Speckmann and
Egemen Tanin and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Mobility Data Science (Dagstuhl Seminar 22021)},
journal = {Dagstuhl Reports},
volume = {12},
number = {1},
pages = {1--34},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.1.1},
doi = {10.4230/DAGREP.12.1.1},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/MokbelSXZAAAAAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KairouzMABBBBCC21,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Hubert Eichner and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Mariana Raykova and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {Found. Trends Mach. Learn.},
volume = {14},
number = {1-2},
pages = {1--210},
year = {2021},
url = {https://doi.org/10.1561/2200000083},
doi = {10.1561/2200000083},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/KairouzMABBBBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/KuoBMPYCHKPXO21,
author = {Tsung{-}Ting Kuo and
Tyler Bath and
Shuaicheng Ma and
Nicholas D. Pattengale and
Meng Yang and
Yang Cao and
Corey M. Hudson and
Jihoon Kim and
Kai W. Post and
Li Xiong and
Lucila Ohno{-}Machado},
title = {Benchmarking blockchain-based gene-drug interaction data sharing methods:
{A} case study from the iDASH 2019 secure genome analysis competition
blockchain track},
journal = {Int. J. Medical Informatics},
volume = {154},
pages = {104559},
year = {2021},
url = {https://doi.org/10.1016/j.ijmedinf.2021.104559},
doi = {10.1016/J.IJMEDINF.2021.104559},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/KuoBMPYCHKPXO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuLL0PS21,
author = {Jinfei Liu and
Jian Lou and
Junxu Liu and
Li Xiong and
Jian Pei and
Jimeng Sun},
title = {Dealer: An End-to-End Model Marketplace with Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {6},
pages = {957--969},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p957-liu.pdf},
doi = {10.14778/3447689.3447700},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuLL0PS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuLZR0L0PS21,
author = {Jinfei Liu and
Qiongqiong Lin and
Jiayao Zhang and
Kui Ren and
Jian Lou and
Junxu Liu and
Li Xiong and
Jian Pei and
Jimeng Sun},
title = {Demonstration of Dealer: An End-to-End Model Marketplace with Differential
Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {12},
pages = {2747--2750},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2747-zhang.pdf},
doi = {10.14778/3476311.3476335},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuLZR0L0PS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuLXLM21,
author = {Junxu Liu and
Jian Lou and
Li Xiong and
Jinfei Liu and
Xiaofeng Meng},
title = {Projected Federated Averaging with Heterogeneous Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {4},
pages = {828--840},
year = {2021},
url = {https://www.vldb.org/pvldb/vol15/p828-liu.pdf},
doi = {10.14778/3503585.3503592},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuLXLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuYXPLGMF21,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei and
Jun Luo and
Yuzhang Guo and
Shuaicheng Ma and
Chenglin Fan},
title = {Skyline Diagram: Efficient Space Partitioning for Skyline Queries},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {1},
pages = {271--286},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2923914},
doi = {10.1109/TKDE.2019.2923914},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuYXPLGMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXPLZY21,
author = {Jinfei Liu and
Li Xiong and
Jian Pei and
Jun Luo and
Haoyu Zhang and
Wenhui Yu},
title = {Group-Based Skyline for Pareto Optimal Groups},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {7},
pages = {2914--2929},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2960347},
doi = {10.1109/TKDE.2019.2960347},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuXPLZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoXXBY21,
author = {Yang Cao and
Yonghui Xiao and
Li Xiong and
Liquan Bai and
Masatoshi Yoshikawa},
title = {Protecting Spatiotemporal Event Privacy in Continuous Location-Based
Services},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {8},
pages = {3141--3154},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2963312},
doi = {10.1109/TKDE.2019.2963312},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaoXXBY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/YuHPCXLQ21,
author = {Wenhui Yu and
Xiangnan He and
Jian Pei and
Xu Chen and
Li Xiong and
Jinfei Liu and
Zheng Qin},
title = {Visually aware recommendation with aesthetic features},
journal = {{VLDB} J.},
volume = {30},
number = {4},
pages = {495--513},
year = {2021},
url = {https://doi.org/10.1007/s00778-021-00651-y},
doi = {10.1007/S00778-021-00651-Y},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/YuHPCXLQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuLL0SW21,
author = {Weiyang Liu and
Rongmei Lin and
Zhen Liu and
Li Xiong and
Bernhard Sch{\"{o}}lkopf and
Adrian Weller},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Learning with Hyperspherical Uniformity},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1180--1188},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/liu21d.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuLL0SW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JiangBV0O21,
author = {Xiaoqian Jiang and
Luca Bonomi and
Jaideep Vaidya and
Li Xiong and
Lucila Ohno{-}Machado},
title = {Privacy-Preserving Federated Biomedical Data Analysis},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t002-1.4626813/t002-1.4626814/3577405-1.4626929/3576268-1.4626926},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/JiangBV0O21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/MaDKS021,
author = {Shuaicheng Ma and
Tamraparni Dasu and
Yaron Kanza and
Divesh Srivastava and
Li Xiong},
title = {Fraud Buster: Tracking {IRSF} Using Blockchain While Protecting Business
Confidentiality},
booktitle = {11th Conference on Innovative Data Systems Research, {CIDR} 2021,
Virtual Event, January 11-15, 2021, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2021},
url = {http://cidrdb.org/cidr2021/papers/cidr2021\_paper05.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/MaDKS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaZ00H21,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Joyce C. Ho},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Temporal Network Embedding via Tensor Factorization},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3313--3317},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482200},
doi = {10.1145/3459637.3482200},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MaZ00H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuL0RP0SW21,
author = {Weiyang Liu and
Rongmei Lin and
Zhen Liu and
James M. Rehg and
Liam Paull and
Li Xiong and
Le Song and
Adrian Weller},
title = {Orthogonal Over-Parameterized Training},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {7251--7260},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Liu\_Orthogonal\_Over-Parameterized\_Training\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00717},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuL0RP0SW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Lin00S21,
author = {Haowen Lin and
Jian Lou and
Li Xiong and
Cyrus Shahabi},
title = {Integer-arithmetic-only Certified Robustness for Quantized Neural
Networks},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {7808--7817},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00773},
doi = {10.1109/ICCV48922.2021.00773},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Lin00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Ma0021,
author = {Shuaicheng Ma and
Yang Cao and
Li Xiong},
title = {Transparent Contribution Evaluation for Secure Federated Learning
on Blockchain},
booktitle = {37th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2021, Chania, Greece, April 19-22, 2021},
pages = {88--91},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDEW53142.2021.00023},
doi = {10.1109/ICDEW53142.2021.00023},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Ma0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Liu0ZP021,
author = {Jinfei Liu and
Li Xiong and
Qiuchen Zhang and
Jian Pei and
Jun Luo},
title = {Eclipse: Generalizing kNN and Skyline},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {972--983},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00089},
doi = {10.1109/ICDE51399.2021.00089},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Liu0ZP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DaA0S21,
author = {Yanan Da and
Ritesh Ahuja and
Li Xiong and
Cyrus Shahabi},
title = {{REACT:} Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced
Mobile Tracking},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {2729--2732},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00315},
doi = {10.1109/ICDE51399.2021.00315},
timestamp = {Fri, 25 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/DaA0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaZ00BH21,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Sivasubramanium Bhavani and
Joyce C. Ho},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Communication Efficient Tensor Factorization for Decentralized Healthcare
Networks},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1216--1221},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00147},
doi = {10.1109/ICDM51629.2021.00147},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MaZ00BH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangM0X21,
author = {Qiuchen Zhang and
Jing Ma and
Jian Lou and
Li Xiong},
editor = {Zhi{-}Hua Zhou},
title = {Private Stochastic Non-convex Optimization with Improved Utility Rates},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3370--3376},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/464},
doi = {10.24963/IJCAI.2021/464},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangM0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinHFZL0D21,
author = {Rongmei Lin and
Xiang He and
Jie Feng and
Nasser Zalmout and
Yan Liang and
Li Xiong and
Xin Luna Dong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PAM:} Understanding Product Images in Cross Product Category Attribute
Extraction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3262--3270},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467164},
doi = {10.1145/3447548.3467164},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LinHFZL0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangTLX21,
author = {Wenjie Wang and
Pengfei Tang and
Jian Lou and
Li Xiong},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Certified Robustness to Word Substitution Attack with Differential
Privacy},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {1102--1112},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.87},
doi = {10.18653/V1/2021.NAACL-MAIN.87},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangTLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieMXY21,
author = {Han Xie and
Jing Ma and
Li Xiong and
Carl Yang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Federated Graph Classification over Non-IID Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18839--18852},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9c6947bd95ae487c81d4e19d3ed8cd6f-Abstract.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieMXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Sotoodeh0H21,
author = {Mani Sotoodeh and
Li Xiong and
Joyce Ho},
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific
Perturbations for Tabular Data},
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 = {181--193},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75765-6\_15},
doi = {10.1007/978-3-030-75765-6\_15},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/Sotoodeh0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/KarisaniCX21,
author = {Payam Karisani and
Jinho D. Choi and
Li Xiong},
editor = {Arjun Magge and
Ari Z. Klein and
Antonio Miranda{-}Escalada and
Mohammed Ali Al{-}garadi and
Ilseyar Alimova and
Zulfat Miftahutdinov and
Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
Salvador Lima{-}L{\'{o}}pez and
Ivan Flores and
Karen O'Connor and
Davy Weissenbacher and
Elena Tutubalina and
Abeed Sarker and
Juan M. Banda and
Martin Krallinger and
Graciela Gonzalez{-}Hernandez},
title = {View Distillation with Unlabeled Data for Extracting Adverse Drug
Effects from User-Generated Data},
booktitle = {Proceedings of the Sixth Social Media Mining for Health Workshop and
Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
pages = {7--12},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.smm4h-1.2},
doi = {10.18653/V1/2021.SMM4H-1.2},
timestamp = {Mon, 22 Apr 2024 17:02:59 +0200},
biburl = {https://dblp.org/rec/conf/smm4h/KarisaniCX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MaZ00H21,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Joyce C. Ho},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Communication Efficient Federated Generalized Tensor Factorization
for Collaborative Health Data Analytics},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {171--182},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449832},
doi = {10.1145/3442381.3449832},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MaZ00H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10572,
author = {Shuaicheng Ma and
Yang Cao and
Li Xiong},
title = {Transparent Contribution Evaluation for Secure Federated Learning
on Blockchain},
journal = {CoRR},
volume = {abs/2101.10572},
year = {2021},
url = {https://arxiv.org/abs/2101.10572},
eprinttype = {arXiv},
eprint = {2101.10572},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-12099,
author = {Salman Seyedi and
Li Xiong and
Shamim Nemati and
Gari D. Clifford},
title = {An Analysis Of Protected Health Information Leakage In Deep-Learning
Based De-Identification Algorithms},
journal = {CoRR},
volume = {abs/2101.12099},
year = {2021},
url = {https://arxiv.org/abs/2101.12099},
eprinttype = {arXiv},
eprint = {2101.12099},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-12099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01649,
author = {Weiyang Liu and
Rongmei Lin and
Zhen Liu and
Li Xiong and
Bernhard Sch{\"{o}}lkopf and
Adrian Weller},
title = {Learning with Hyperspherical Uniformity},
journal = {CoRR},
volume = {abs/2103.01649},
year = {2021},
url = {https://arxiv.org/abs/2103.01649},
eprinttype = {arXiv},
eprint = {2103.01649},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17144,
author = {Mani Sotoodeh and
Li Xiong and
Joyce C. Ho},
title = {CrowdTeacher: Robust Co-teaching with Noisy Answers {\&} Sample-specific
Perturbations for Tabular Data},
journal = {CoRR},
volume = {abs/2103.17144},
year = {2021},
url = {https://arxiv.org/abs/2103.17144},
eprinttype = {arXiv},
eprint = {2103.17144},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-17144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11354,
author = {Payam Karisani and
Jinho D. Choi and
Li Xiong},
title = {View Distillation with Unlabeled Data for Extracting Adverse Drug
Effects from User-Generated Data},
journal = {CoRR},
volume = {abs/2105.11354},
year = {2021},
url = {https://arxiv.org/abs/2105.11354},
eprinttype = {arXiv},
eprint = {2105.11354},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04630,
author = {Rongmei Lin and
Xiang He and
Jie Feng and
Nasser Zalmout and
Yan Liang and
Li Xiong and
Xin Luna Dong},
title = {{PAM:} Understanding Product Images in Cross Product Category Attribute
Extraction},
journal = {CoRR},
volume = {abs/2106.04630},
year = {2021},
url = {https://arxiv.org/abs/2106.04630},
eprinttype = {arXiv},
eprint = {2106.04630},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13423,
author = {Han Xie and
Jing Ma and
Li Xiong and
Carl Yang},
title = {Federated Graph Classification over Non-IID Graphs},
journal = {CoRR},
volume = {abs/2106.13423},
year = {2021},
url = {https://arxiv.org/abs/2106.13423},
eprinttype = {arXiv},
eprint = {2106.13423},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08402,
author = {Farnaz Tahmasebian and
Jian Lou and
Li Xiong},
title = {RobustFed: {A} Truth Inference Approach for Robust Federated Learning},
journal = {CoRR},
volume = {abs/2107.08402},
year = {2021},
url = {https://arxiv.org/abs/2107.08402},
eprinttype = {arXiv},
eprint = {2107.08402},
timestamp = {Fri, 23 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04206,
author = {Fereshteh Razmi and
Li Xiong},
title = {Classification Auto-Encoder based Detector against Diverse Data Poisoning
Attacks},
journal = {CoRR},
volume = {abs/2108.04206},
year = {2021},
url = {https://arxiv.org/abs/2108.04206},
eprinttype = {arXiv},
eprint = {2108.04206},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09412,
author = {Haowen Lin and
Jian Lou and
Li Xiong and
Cyrus Shahabi},
title = {SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling},
journal = {CoRR},
volume = {abs/2108.09412},
year = {2021},
url = {https://arxiv.org/abs/2108.09412},
eprinttype = {arXiv},
eprint = {2108.09412},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09413,
author = {Haowen Lin and
Jian Lou and
Li Xiong and
Cyrus Shahabi},
title = {Integer-arithmetic-only Certified Robustness for Quantized Neural
Networks},
journal = {CoRR},
volume = {abs/2108.09413},
year = {2021},
url = {https://arxiv.org/abs/2108.09413},
eprinttype = {arXiv},
eprint = {2108.09413},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09837,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Joyce C. Ho},
title = {Temporal Network Embedding via Tensor Factorization},
journal = {CoRR},
volume = {abs/2108.09837},
year = {2021},
url = {https://arxiv.org/abs/2108.09837},
eprinttype = {arXiv},
eprint = {2108.09837},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01718,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Li Xiong and
Sivasubramanium Bhavani and
Joyce C. Ho},
title = {Communication Efficient Tensor Factorization for Decentralized Healthcare
Networks},
journal = {CoRR},
volume = {abs/2109.01718},
year = {2021},
url = {https://arxiv.org/abs/2109.01718},
eprinttype = {arXiv},
eprint = {2109.01718},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11578,
author = {Xiaolan Gu and
Ming Li and
Li Xiong},
title = {{PRECAD:} Privacy-Preserving and Robust Federated Learning via Crypto-Aided
Differential Privacy},
journal = {CoRR},
volume = {abs/2110.11578},
year = {2021},
url = {https://arxiv.org/abs/2110.11578},
eprinttype = {arXiv},
eprint = {2110.11578},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02611,
author = {Payam Karisani and
Negin Karisani and
Li Xiong},
title = {Contextual Multi-View Query Learning for Short Text Classification
in User-Generated Data},
journal = {CoRR},
volume = {abs/2112.02611},
year = {2021},
url = {https://arxiv.org/abs/2112.02611},
eprinttype = {arXiv},
eprint = {2112.02611},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LeeYJRGTZX20,
author = {Dongha Lee and
Hwanjo Yu and
Xiaoqian Jiang and
Deevakar Rogith and
Meghana Gudala and
Mubeen Tejani and
Qiuchen Zhang and
Li Xiong},
title = {Generating sequential electronic health records using dual adversarial
autoencoder},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {9},
pages = {1411--1419},
year = {2020},
url = {https://doi.org/10.1093/jamia/ocaa119},
doi = {10.1093/JAMIA/OCAA119},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/LeeYJRGTZX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/0011TX0Y20,
author = {Yang Cao and
Shun Takagi and
Yonghui Xiao and
Li Xiong and
Masatoshi Yoshikawa},
title = {{PANDA:} Policy-aware Location Privacy for Epidemic Surveillance},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {12},
pages = {3001--3004},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p3001-cao.pdf},
doi = {10.14778/3415478.3415529},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/0011TX0Y20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/XiongSDAHWJF20,
author = {Li Xiong and
Cyrus Shahabi and
Yanan Da and
Ritesh Ahuja and
Vicki Hertzberg and
Lance Waller and
Xiaoqian Jiang and
Amy Franklin},
title = {{REACT:} real-time contact tracing and risk monitoring using privacy-enhanced
mobile tracking},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {12},
number = {2},
pages = {3--14},
year = {2020},
url = {https://doi.org/10.1145/3431843.3431845},
doi = {10.1145/3431843.3431845},
timestamp = {Wed, 04 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigspatial/XiongSDAHWJF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/LuWTHNX20,
author = {Chang{-}Tien Lu and
Fusheng Wang and
Goce Trajcevski and
Yan Huang and
Shawn D. Newsam and
Li Xiong},
title = {The 28th {ACM} {SIGSPATIAL} International Conference on Advances in
Geographic Information Systems {(ACM} {SIGSPATIAL} 2020): virtual,
online, {USA} November 3-6, 2020: conference report},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {12},
number = {3},
pages = {3--6},
year = {2020},
url = {https://doi.org/10.1145/3447994.3447997},
doi = {10.1145/3447994.3447997},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigspatial/LuWTHNX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuLPXCQ20,
author = {Wenhui Yu and
Jinfei Liu and
Jian Pei and
Li Xiong and
Xu Chen and
Zheng Qin},
title = {Efficient Contour Computation of Group-Based Skyline},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {7},
pages = {1317--1332},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2905239},
doi = {10.1109/TKDE.2019.2905239},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuLPXCQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-clinicalnlp/WangPLMTX20,
author = {Wenjie Wang and
Youngja Park and
Taesung Lee and
Ian M. Molloy and
Pengfei Tang and
Li Xiong},
editor = {Anna Rumshisky and
Kirk Roberts and
Steven Bethard and
Tristan Naumann},
title = {Utilizing Multimodal Feature Consistency to Detect Adversarial Examples
on Clinical Summaries},
booktitle = {Proceedings of the 3rd Clinical Natural Language Processing Workshop,
ClinicalNLP@EMNLP 2020, Online, November 19, 2020},
pages = {259--268},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.clinicalnlp-1.29},
doi = {10.18653/V1/2020.CLINICALNLP-1.29},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-clinicalnlp/WangPLMTX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangMX0020,
author = {Qiuchen Zhang and
Jing Ma and
Yonghui Xiao and
Jian Lou and
Li Xiong},
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 = {Broadening Differential Privacy for Deep Learning Against Model Inversion
Attacks},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1061--1070},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378274},
doi = {10.1109/BIGDATA50022.2020.9378274},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangMX0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangM00J20,
author = {Qiuchen Zhang and
Jing Ma and
Jian Lou and
Li Xiong and
Xiaoqian Jiang},
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 = {Towards Training Robust Private Aggregation of Teacher Ensembles Under
Noisy Labels},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1103--1110},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378234},
doi = {10.1109/BIGDATA50022.2020.9378234},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangM00J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Ren00H20,
author = {Yifei Ren and
Jian Lou and
Li Xiong and
Joyce C. Ho},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Robust Irregular Tensor Factorization and Completion for Temporal
Health Data Analysis},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1295--1304},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411982},
doi = {10.1145/3340531.3411982},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Ren00H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinLL0YR0S20,
author = {Rongmei Lin and
Weiyang Liu and
Zhen Liu and
Chen Feng and
Zhiding Yu and
James M. Rehg and
Li Xiong and
Le Song},
title = {Regularizing Neural Networks via Minimizing Hyperspherical Energy},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {6916--6925},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Lin\_Regularizing\_Neural\_Networks\_via\_Minimizing\_Hyperspherical\_Energy\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00695},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LinLL0YR0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/Tahmasebian0SS20,
author = {Farnaz Tahmasebian and
Li Xiong and
Mani Sotoodeh and
Vaidy S. Sunderam},
editor = {Anoop Singhal and
Jaideep Vaidya},
title = {Crowdsourcing Under Data Poisoning Attacks: {A} Comparative Study},
booktitle = {Data and Applications Security and Privacy {XXXIV} - 34th Annual {IFIP}
{WG} 11.3 Conference, DBSec 2020, Regensburg, Germany, June 25-26,
2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12122},
pages = {310--332},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49669-2\_18},
doi = {10.1007/978-3-030-49669-2\_18},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/Tahmasebian0SS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/CaoXTXYSLJX20,
author = {Yang Cao and
Yonghui Xiao and
Shun Takagi and
Li Xiong and
Masatoshi Yoshikawa and
Yilin Shen and
Jinfei Liu and
Hongxia Jin and
Xiaofeng Xu},
editor = {Liqun Chen and
Ninghui Li and
Kaitai Liang and
Steve A. Schneider},
title = {{PGLP:} Customizable and Rigorous Location Privacy Through Policy
Graph},
booktitle = {Computer Security - {ESORICS} 2020 - 25th European Symposium on Research
in Computer Security, {ESORICS} 2020, Guildford, UK, September 14-18,
2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12308},
pages = {655--676},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58951-6\_32},
doi = {10.1007/978-3-030-58951-6\_32},
timestamp = {Fri, 02 Jul 2021 20:12:27 +0200},
biburl = {https://dblp.org/rec/conf/esorics/CaoXTXYSLJX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Gu0XC20,
author = {Xiaolan Gu and
Ming Li and
Li Xiong and
Yang Cao},
title = {Providing Input-Discriminative Protection for Local Differential Privacy},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {505--516},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00050},
doi = {10.1109/ICDE48307.2020.00050},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Gu0XC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangT0J20,
author = {Wenjie Wang and
Pengfei Tang and
Li Xiong and
Xiaoqian Jiang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {{RADAR:} Recurrent Autoencoder Based Detector for Adversarial Examples
on Temporal {EHR}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {105--121},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_7},
doi = {10.1007/978-3-030-67667-4\_7},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangT0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaZH020,
author = {Jing Ma and
Qiuchen Zhang and
Joyce C. Ho and
Li Xiong},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Spatio-Temporal Tensor Sketching via Adaptive Sampling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {490--506},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_28},
doi = {10.1007/978-3-030-67658-2\_28},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaZH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smds/Tahmasebian0SS20,
author = {Farnaz Tahmasebian and
Li Xiong and
Mani Sotoodeh and
Vaidy S. Sunderam},
title = {EdgeInfer: Robust Truth Inference under Data Poisoning Attack},
booktitle = {{IEEE} International Conference on Smart Data Services, {SMDS} 2020,
Beijing, China, October 19-23, 2020},
pages = {45--52},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SMDS49396.2020.00013},
doi = {10.1109/SMDS49396.2020.00013},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smds/Tahmasebian0SS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/Gu0C0020,
author = {Xiaolan Gu and
Ming Li and
Yueqiang Cheng and
Li Xiong and
Yang Cao},
editor = {Srdjan Capkun and
Franziska Roesner},
title = {{PCKV:} Locally Differentially Private Correlated Key-Value Data Collection
with Optimized Utility},
booktitle = {29th {USENIX} Security Symposium, {USENIX} Security 2020, August 12-14,
2020},
pages = {967--984},
publisher = {{USENIX} Association},
year = {2020},
url = {https://www.usenix.org/conference/usenixsecurity20/presentation/gu},
timestamp = {Fri, 29 Jan 2021 22:08:55 +0100},
biburl = {https://dblp.org/rec/conf/uss/Gu0C0020.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}
}
@proceedings{DBLP:conf/gis/2020,
editor = {Chang{-}Tien Lu and
Fusheng Wang and
Goce Trajcevski and
Yan Huang and
Shawn D. Newsam and
Li Xiong},
title = {{SIGSPATIAL} '20: 28th International Conference on Advances in Geographic
Information Systems, Seattle, WA, USA, November 3-6, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://dl.acm.org/doi/10.1145/3397536},
doi = {10.1145/3397536},
isbn = {978-1-4503-8019-5},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04690,
author = {Weiyang Liu and
Rongmei Lin and
Zhen Liu and
James M. Rehg and
Li Xiong and
Le Song},
title = {Orthogonal Over-Parameterized Training},
journal = {CoRR},
volume = {abs/2004.04690},
year = {2020},
url = {https://arxiv.org/abs/2004.04690},
eprinttype = {arXiv},
eprint = {2004.04690},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00186,
author = {Yang Cao and
Shun Takagi and
Yonghui Xiao and
Li Xiong and
Masatoshi Yoshikawa},
title = {{PANDA:} Policy-aware Location Privacy for Epidemic Surveillance},
journal = {CoRR},
volume = {abs/2005.00186},
year = {2020},
url = {https://arxiv.org/abs/2005.00186},
eprinttype = {arXiv},
eprint = {2005.00186},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01263,
author = {Yang Cao and
Yonghui Xiao and
Shun Takagi and
Li Xiong and
Masatoshi Yoshikawa and
Yilin Shen and
Jinfei Liu and
Hongxia Jin and
Xiaofeng Xu},
title = {Customizable and Rigorous Location Privacy through Policy Graph},
journal = {CoRR},
volume = {abs/2005.01263},
year = {2020},
url = {https://arxiv.org/abs/2005.01263},
eprinttype = {arXiv},
eprint = {2005.01263},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11943,
author = {Jing Ma and
Qiuchen Zhang and
Joyce C. Ho and
Li Xiong},
title = {Spatio-Temporal Tensor Sketching via Adaptive Sampling},
journal = {CoRR},
volume = {abs/2006.11943},
year = {2020},
url = {https://arxiv.org/abs/2006.11943},
eprinttype = {arXiv},
eprint = {2006.11943},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CaoXXBY19,
author = {Yang Cao and
Yonghui Xiao and
Li Xiong and
Liquan Bai and
Masatoshi Yoshikawa},
title = {PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based
Services},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {1866--1869},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1866-cao.pdf},
doi = {10.14778/3352063.3352086},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/CaoXXBY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/GutingTXKH19,
author = {Ralf Hartmut G{\"{u}}ting and
Roberto Tamassia and
Li Xiong and
Farnoush Banaei Kashani and
Erik G. Hoel},
title = {The 26th {ACM} {SIGSPATIAL} International Conference on Advances in
Geographic Information Systems {(ACM} {SIGSPATIAL} 2018) Seattle,
Washington, {USA} November 6-9, 2018: conference report},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {11},
number = {1},
pages = {29--31},
year = {2019},
url = {https://doi.org/10.1145/3355491.3355497},
doi = {10.1145/3355491.3355497},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigspatial/GutingTXKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/WangLX19,
author = {Boyang Wang and
Ming Li and
Li Xiong},
title = {FastGeo: Efficient Geometric Range Queries on Encrypted Spatial Data},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {16},
number = {2},
pages = {245--258},
year = {2019},
url = {https://doi.org/10.1109/TDSC.2017.2684802},
doi = {10.1109/TDSC.2017.2684802},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/WangLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoYXX19,
author = {Yang Cao and
Masatoshi Yoshikawa and
Yonghui Xiao and
Li Xiong},
title = {Quantifying Differential Privacy in Continuous Data Release Under
Temporal Correlations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1281--1295},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2824328},
doi = {10.1109/TKDE.2018.2824328},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaoYXX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuYXP19,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei},
title = {Secure and Efficient Skyline Queries on Encrypted Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1397--1411},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2857471},
doi = {10.1109/TKDE.2018.2857471},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuYXP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoYXX19a,
author = {Yang Cao and
Masatoshi Yoshikawa and
Yonghui Xiao and
Li Xiong},
title = {Errata on "Quantifying Differential Privacy in Continuous Data
Release under Temporal Correlations"},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {11},
pages = {2234},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2019.2937245},
doi = {10.1109/TKDE.2019.2937245},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/CaoYXX19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaZLH0J19,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Joyce C. Ho and
Li Xiong and
Xiaoqian Jiang},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Privacy-Preserving Tensor Factorization for Collaborative Health Data
Analysis},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1291--1300},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357878},
doi = {10.1145/3357384.3357878},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MaZLH0J19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Liu0PLZZ19,
author = {Jinfei Liu and
Li Xiong and
Jian Pei and
Jun Luo and
Haoyu Zhang and
Si Zhang},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {SkyRec: Finding Pareto Optimal Groups},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2913--2916},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357838},
doi = {10.1145/3357384.3357838},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Liu0PLZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cns/GuLC019,
author = {Xiaolan Gu and
Ming Li and
Yang Cao and
Li Xiong},
title = {Supporting Both Range Queries and Frequency Estimation with Local
Differential Privacy},
booktitle = {7th {IEEE} Conference on Communications and Network Security, {CNS}
2019, Washington, DC, USA, June 10-12, 2019},
pages = {124--132},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CNS.2019.8802778},
doi = {10.1109/CNS.2019.8802778},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cns/GuLC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0011X0B19,
author = {Yang Cao and
Yonghui Xiao and
Li Xiong and
Liquan Bai},
title = {PriSTE: From Location Privacy to Spatiotemporal Event Privacy},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1606--1609},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00153},
doi = {10.1109/ICDE.2019.00153},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/0011X0B19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/Zhao019,
author = {Sen Zhao and
Li Xiong},
title = {Group Nearest Compact {POI} Set Queries in Road Networks},
booktitle = {20th {IEEE} International Conference on Mobile Data Management, {MDM}
2019, Hong Kong, SAR, China, June 10-13, 2019},
pages = {106--111},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MDM.2019.00-68},
doi = {10.1109/MDM.2019.00-68},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdm/Zhao019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00700,
author = {Wenhui Yu and
Jinfei Liu and
Jian Pei and
Li Xiong and
Xu Chen and
Zheng Qin},
title = {Efficient Contour Computation of Group-based Skyline},
journal = {CoRR},
volume = {abs/1905.00700},
year = {2019},
url = {http://arxiv.org/abs/1905.00700},
eprinttype = {arXiv},
eprint = {1905.00700},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02009,
author = {Wenhui Yu and
Xiangnan He and
Jian Pei and
Xu Chen and
Li Xiong and
Jinfei Liu and
Zheng Qin},
title = {Visually-aware Recommendation with Aesthetic Features},
journal = {CoRR},
volume = {abs/1905.02009},
year = {2019},
url = {http://arxiv.org/abs/1905.02009},
eprinttype = {arXiv},
eprint = {1905.02009},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04892,
author = {Rongmei Lin and
Weiyang Liu and
Zhen Liu and
Chen Feng and
Zhiding Yu and
James M. Rehg and
Li Xiong and
Le Song},
title = {Compressive Hyperspherical Energy Minimization},
journal = {CoRR},
volume = {abs/1906.04892},
year = {2019},
url = {http://arxiv.org/abs/1906.04892},
eprinttype = {arXiv},
eprint = {1906.04892},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06314,
author = {Jinfei Liu and
Li Xiong and
Qiuchen Zhang and
Jian Pei and
Jun Luo},
title = {Eclipse: Generalizing kNN and Skyline},
journal = {CoRR},
volume = {abs/1906.06314},
year = {2019},
url = {http://arxiv.org/abs/1906.06314},
eprinttype = {arXiv},
eprint = {1906.06314},
timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07303,
author = {Shuaicheng Ma and
Yang Cao and
Li Xiong},
title = {Effcient logging and querying for Blockchain-based cross-site genomic
dataset access audit},
journal = {CoRR},
volume = {abs/1907.07303},
year = {2019},
url = {http://arxiv.org/abs/1907.07303},
eprinttype = {arXiv},
eprint = {1907.07303},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10814,
author = {Yang Cao and
Yonghui Xiao and
Li Xiong and
Liquan Bai and
Masatoshi Yoshikawa},
title = {Protecting Spatiotemporal Event Privacy in Continuous Location-Based
Services},
journal = {CoRR},
volume = {abs/1907.10814},
year = {2019},
url = {http://arxiv.org/abs/1907.10814},
eprinttype = {arXiv},
eprint = {1907.10814},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09888,
author = {Jing Ma and
Qiuchen Zhang and
Jian Lou and
Joyce C. Ho and
Li Xiong and
Xiaoqian Jiang},
title = {Privacy-Preserving Tensor Factorization for Collaborative Health Data
Analysis},
journal = {CoRR},
volume = {abs/1908.09888},
year = {2019},
url = {http://arxiv.org/abs/1908.09888},
eprinttype = {arXiv},
eprint = {1908.09888},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01402,
author = {Xiaolan Gu and
Ming Li and
Li Xiong and
Yang Cao},
title = {Providing Input-Discriminative Protection for Local Differential Privacy},
journal = {CoRR},
volume = {abs/1911.01402},
year = {2019},
url = {http://arxiv.org/abs/1911.01402},
eprinttype = {arXiv},
eprint = {1911.01402},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12834,
author = {Xiaolan Gu and
Ming Li and
Yueqiang Cheng and
Li Xiong and
Yang Cao},
title = {{PCKV:} Locally Differentially Private Correlated Key-Value Data Collection
with Optimized Utility},
journal = {CoRR},
volume = {abs/1911.12834},
year = {2019},
url = {http://arxiv.org/abs/1911.12834},
eprinttype = {arXiv},
eprint = {1911.12834},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04977,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Mariana Raykova and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {CoRR},
volume = {abs/1912.04977},
year = {2019},
url = {http://arxiv.org/abs/1912.04977},
eprinttype = {arXiv},
eprint = {1912.04977},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/FanBSX18,
author = {Liyue Fan and
Luca Bonomi and
Cyrus Shahabi and
Li Xiong},
title = {Optimal group route query: Finding itinerary for group of users in
spatial databases},
journal = {GeoInformatica},
volume = {22},
number = {4},
pages = {845--867},
year = {2018},
url = {https://doi.org/10.1007/s10707-018-0331-8},
doi = {10.1007/S10707-018-0331-8},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/FanBSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhaoZSCX18,
author = {Sen Zhao and
Lei Zhao and
Sen Su and
Xiang Cheng and
Li Xiong},
title = {Group-based keyword-aware route querying in road networks},
journal = {Inf. Sci.},
volume = {450},
pages = {343--360},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.03.058},
doi = {10.1016/J.INS.2018.03.058},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhaoZSCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CaoXYXZ18,
author = {Yang Cao and
Li Xiong and
Masatoshi Yoshikawa and
Yonghui Xiao and
Si Zhang},
title = {ConTPL: Controlling Temporal Privacy Leakage in Differentially Private
Continuous Data Release},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {2090--2093},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p2090-cao.pdf},
doi = {10.14778/3229863.3236267},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CaoXYXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangJKWXJ18,
author = {Meng Wang and
Zhanglong Ji and
Hyeon{-}Eui Kim and
Shuang Wang and
Li Xiong and
Xiaoqian Jiang},
title = {Selecting Optimal Subset to Release Under Differentially Private M-Estimators
from Hybrid Datasets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {3},
pages = {573--584},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2773545},
doi = {10.1109/TKDE.2017.2773545},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangJKWXJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChengSXXXZ18,
author = {Xiang Cheng and
Sen Su and
Shengzhi Xu and
Li Xiong and
Ke Xiao and
Mingxing Zhao},
title = {A Two-Phase Algorithm for Differentially Private Frequent Subgraph
Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {8},
pages = {1411--1425},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2793862},
doi = {10.1109/TKDE.2018.2793862},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChengSXXXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiZXWW18,
author = {Chencheng Li and
Pan Zhou and
Li Xiong and
Qian Wang and
Ting Wang},
title = {Differentially Private Distributed Online Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {8},
pages = {1440--1453},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2794384},
doi = {10.1109/TKDE.2018.2794384},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiZXWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuY0PL18,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei and
Jun Luo},
title = {Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {653--664},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00065},
doi = {10.1109/ICDE.2018.00065},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiuY0PL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ToS018,
author = {Hien To and
Cyrus Shahabi and
Li Xiong},
title = {Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing
with Untrusted Server},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {833--844},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00080},
doi = {10.1109/ICDE.2018.00080},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ToS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/PournajafT0SS18,
author = {Layla Pournajaf and
Farnaz Tahmasebian and
Li Xiong and
Vaidy S. Sunderam and
Cyrus Shahabi},
title = {Privacy Preserving Reverse k-Nearest Neighbor Queries},
booktitle = {19th {IEEE} International Conference on Mobile Data Management, {MDM}
2018, Aalborg, Denmark, June 25-28, 2018},
pages = {177--186},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/MDM.2018.00035},
doi = {10.1109/MDM.2018.00035},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/PournajafT0SS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuZHC0Q18,
author = {Wenhui Yu and
Huidi Zhang and
Xiangnan He and
Xu Chen and
Li Xiong and
Zheng Qin},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Aesthetic-based Clothing Recommendation},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {649--658},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186146},
doi = {10.1145/3178876.3186146},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuZHC0Q18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/0001SFGP18,
author = {Li Xiong and
Vaidy S. Sunderam and
Liyue Fan and
Slawomir Goryczka and
Layla Pournajaf},
editor = {Erik Blasch and
Sai Ravela and
Alex Aved},
title = {Privacy and Security Issues in {DDDAS} Systems},
booktitle = {Handbook of Dynamic Data Driven Applications Systems},
pages = {615--630},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-95504-9\_27},
doi = {10.1007/978-3-319-95504-9\_27},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/sp/0001SFGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2018,
editor = {Farnoush Banaei Kashani and
Erik G. Hoel and
Ralf Hartmut G{\"{u}}ting and
Roberto Tamassia and
Li Xiong},
title = {Proceedings of the 26th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {SIGSPATIAL} 2018,
Seattle, WA, USA, November 06-09, 2018},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3274895},
isbn = {978-1-4503-5889-7},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01168,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei},
title = {Secure and Efficient Skyline Queries on Encrypted Data},
journal = {CoRR},
volume = {abs/1806.01168},
year = {2018},
url = {http://arxiv.org/abs/1806.01168},
eprinttype = {arXiv},
eprint = {1806.01168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05822,
author = {Wenhui Yu and
Huidi Zhang and
Xiangnan He and
Xu Chen and
Li Xiong and
Zheng Qin},
title = {Aesthetic-based Clothing Recommendation},
journal = {CoRR},
volume = {abs/1809.05822},
year = {2018},
url = {http://arxiv.org/abs/1809.05822},
eprinttype = {arXiv},
eprint = {1809.05822},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09152,
author = {Yang Cao and
Yonghui Xiao and
Li Xiong and
Liquan Bai},
title = {PriSTE: From Location Privacy to Spatiotemporal Event Privacy},
journal = {CoRR},
volume = {abs/1810.09152},
year = {2018},
url = {http://arxiv.org/abs/1810.09152},
eprinttype = {arXiv},
eprint = {1810.09152},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01663,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei and
Jun Luo and
Yuzhang Guo and
Shuaicheng Ma and
Chenglin Fan},
title = {Skyline Diagram: Efficient Space Partitioning for Skyline Queries},
journal = {CoRR},
volume = {abs/1812.01663},
year = {2018},
url = {http://arxiv.org/abs/1812.01663},
eprinttype = {arXiv},
eprint = {1812.01663},
timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Garcia-UlloaXS17,
author = {Daniel A. Garcia{-}Ulloa and
Li Xiong and
Vaidy S. Sunderam},
title = {Truth Discovery for SpatioTemporal Events from Crowdsourced Data},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {11},
pages = {1562--1573},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p1562-garciaulloa.pdf},
doi = {10.14778/3137628.3137662},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Garcia-UlloaXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Xiao0ZC17,
author = {Yonghui Xiao and
Li Xiong and
Si Zhang and
Yang Cao},
title = {LocLok: Location Cloaking with Differential Privacy via Hidden Markov
Model},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {12},
pages = {1901--1904},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p1901-xiao.pdf},
doi = {10.14778/3137765.3137804},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Xiao0ZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/GoryczkaX17,
author = {Slawomir Goryczka and
Li Xiong},
title = {A Comprehensive Comparison of Multiparty Secure Additions with Differential
Privacy},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {14},
number = {5},
pages = {463--477},
year = {2017},
url = {https://doi.org/10.1109/TDSC.2015.2484326},
doi = {10.1109/TDSC.2015.2484326},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/GoryczkaX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuQL0CZ17,
author = {Wenhui Yu and
Zheng Qin and
Jinfei Liu and
Li Xiong and
Xu Chen and
Huidi Zhang},
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 = {Fast Algorithms for Pareto Optimal Group-based Skyline},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {417--426},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132950},
doi = {10.1145/3132847.3132950},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YuQL0CZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/SolomonSLL17,
author = {Michael G. Solomon and
Vaidy S. Sunderam and
Li Xiong and
Ming Li},
editor = {Giovanni Livraga and
Sencun Zhu},
title = {Mutually Private Location Proximity Detection with Access Control},
booktitle = {Data and Applications Security and Privacy {XXXI} - 31st Annual {IFIP}
{WG} 11.3 Conference, DBSec 2017, Philadelphia, PA, USA, July 19-21,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10359},
pages = {164--184},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61176-1\_9},
doi = {10.1007/978-3-319-61176-1\_9},
timestamp = {Fri, 23 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/SolomonSLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/AfsharHDPKXS17,
author = {Ardavan Afshar and
Joyce C. Ho and
Bistra Dilkina and
Ioakeim Perros and
Elias B. Khalil and
Li Xiong and
Vaidy S. Sunderam},
editor = {Erik G. Hoel and
Shawn D. Newsam and
Siva Ravada and
Roberto Tamassia and
Goce Trajcevski},
title = {{CP-ORTHO:} An Orthogonal Tensor Factorization Framework for Spatio-Temporal
Data},
booktitle = {Proceedings of the 25th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2017, Redondo
Beach, CA, USA, November 7-10, 2017},
pages = {67:1--67:4},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3139958.3140047},
doi = {10.1145/3139958.3140047},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/AfsharHDPKXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuY0P17,
author = {Jinfei Liu and
Juncheng Yang and
Li Xiong and
Jian Pei},
title = {Secure Skyline Queries on Cloud Platform},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {633--644},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.117},
doi = {10.1109/ICDE.2017.117},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiuY0P17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CaoYX017,
author = {Yang Cao and
Masatoshi Yoshikawa and
Yonghui Xiao and
Li Xiong},
title = {Quantifying Differential Privacy under Temporal Correlations},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {821--832},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.132},
doi = {10.1109/ICDE.2017.132},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/CaoYX017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Li0JJ17,
author = {Haoran Li and
Li Xiong and
Zhanglong Ji and
Xiaoqian Jiang},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Partitioning-Based Mechanisms Under Personalized Differential Privacy},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10234},
pages = {615--627},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57454-7\_48},
doi = {10.1007/978-3-319-57454-7\_48},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Li0JJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/FanBS017,
author = {Liyue Fan and
Luca Bonomi and
Cyrus Shahabi and
Li Xiong},
editor = {Michael Gertz and
Matthias Renz and
Xiaofang Zhou and
Erik G. Hoel and
Wei{-}Shinn Ku and
Agn{\`{e}}s Voisard and
Chengyang Zhang and
Haiquan Chen and
Liang Tang and
Yan Huang and
Chang{-}Tien Lu and
Siva Ravada},
title = {Multi-user Itinerary Planning for Optimal Group Preference},
booktitle = {Advances in Spatial and Temporal Databases - 15th International Symposium,
{SSTD} 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10411},
pages = {3--23},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64367-0\_1},
doi = {10.1007/978-3-319-64367-0\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/FanBS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Liu0ZL17,
author = {Jinfei Liu and
Li Xiong and
Qiuchen Zhang and
Jun Luo},
title = {Eclipse: Practicability Beyond 1NN and Skyline},
journal = {CoRR},
volume = {abs/1707.01223},
year = {2017},
url = {http://arxiv.org/abs/1707.01223},
eprinttype = {arXiv},
eprint = {1707.01223},
timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Liu0ZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11436,
author = {Yang Cao and
Masatoshi Yoshikawa and
Yonghui Xiao and
Li Xiong},
title = {Quantifying Differential Privacy in Continuous Data Release under
Temporal Correlations},
journal = {CoRR},
volume = {abs/1711.11436},
year = {2017},
url = {http://arxiv.org/abs/1711.11436},
eprinttype = {arXiv},
eprint = {1711.11436},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/BonomiX16,
author = {Luca Bonomi and
Li Xiong},
title = {On Differentially Private Longest Increasing Subsequence Computation
in Data Stream},
journal = {Trans. Data Priv.},
volume = {9},
number = {1},
pages = {73--100},
year = {2016},
url = {http://www.tdp.cat/issues16/tdp.a240a16.pdf},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdp/BonomiX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PeiALLLMOPPCWW016,
author = {Jian Pei and
Leman Akoglu and
Hongrae Lee and
Justin J. Levandoski and
Xuelong Li and
Rosa Meo and
Carlos Ordonez and
Jeff M. Phillips and
Barbara Poblete and
K. Sel{\c{c}}uk Candan and
Meng Wang and
Ji{-}Rong Wen and
Li Xiong and
Wenjie Zhang},
title = {{EIC} Editorial},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {10},
pages = {2535--2537},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2592658},
doi = {10.1109/TKDE.2016.2592658},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PeiALLLMOPPCWW016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuCSX016,
author = {Shengzhi Xu and
Xiang Cheng and
Sen Su and
Ke Xiao and
Li Xiong},
title = {Differentially Private Frequent Sequence Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {11},
pages = {2910--2926},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2601106},
doi = {10.1109/TKDE.2016.2601106},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuCSX016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/ZhangYS016,
author = {Sicong Zhang and
Grace Hui Yang and
Lisa Singh and
Li Xiong},
title = {Safelog: Supporting Web Search and Mining by Differentially-Private
Query Logs},
booktitle = {2016 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 17-19,
2016},
publisher = {{AAAI} Press},
year = {2016},
url = {http://aaai.org/ocs/index.php/FSS/FSS16/paper/view/14133},
timestamp = {Wed, 14 Nov 2018 14:49:10 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/ZhangYS016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Xu0SX16,
author = {Xiaofeng Xu and
Li Xiong and
Vaidy S. Sunderam and
Yonghui Xiao},
editor = {Siva Ravada and
Mohammed Eunus Ali and
Shawn D. Newsam and
Matthias Renz and
Goce Trajcevski},
title = {A Markov chain based pruning method for predictive range queries},
booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2016, Burlingame,
California, USA, October 31 - November 3, 2016},
pages = {16:1--16:10},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996913.2996922},
doi = {10.1145/2996913.2996922},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/Xu0SX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XuSXCX16,
author = {Shengzhi Xu and
Sen Su and
Li Xiong and
Xiang Cheng and
Ke Xiao},
title = {Differentially private frequent subgraph mining},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {229--240},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498243},
doi = {10.1109/ICDE.2016.7498243},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XuSXCX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isc2/SolomonSXL16,
author = {Michael G. Solomon and
Vaidy S. Sunderam and
Li Xiong and
Ming Li},
title = {Enabling mutually private location proximity services in smart cities:
{A} comparative assessment},
booktitle = {{IEEE} International Smart Cities Conference, {ISC2} 2016, Trento,
Italy, September 12-15, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISC2.2016.7580757},
doi = {10.1109/ISC2.2016.7580757},
timestamp = {Wed, 13 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isc2/SolomonSXL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/XuXS16,
author = {Xiaofeng Xu and
Li Xiong and
Vaidy S. Sunderam},
editor = {Chi{-}Yin Chow and
Prem Prakash Jayaraman and
Wei Wu},
title = {D-Grid: An In-Memory Dual Space Grid Index for Moving Object Databases},
booktitle = {{IEEE} 17th International Conference on Mobile Data Management, {MDM}
2016, Porto, Portugal, June 13-16, 2016},
pages = {252--261},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/MDM.2016.46},
doi = {10.1109/MDM.2016.46},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/XuXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangSXCG16,
author = {Grace Hui Yang and
Ian Soboroff and
Li Xiong and
Charles L. A. Clarke and
Simson L. Garfinkel},
editor = {Raffaele Perego and
Fabrizio Sebastiani and
Javed A. Aslam and
Ian Ruthven and
Justin Zobel},
title = {Privacy-Preserving {IR} 2016: Differential Privacy, Search, and Social
Media},
booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
Italy, July 17-21, 2016},
pages = {1247--1248},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2911451.2917763},
doi = {10.1145/2911451.2917763},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YangSXCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaoSL0JX16,
author = {Yonghui Xiao and
Yilin Shen and
Jinfei Liu and
Li Xiong and
Hongxia Jin and
Xiaofeng Xu},
title = {{DPHMM:} Customizable Data Release with Differential Privacy via Hidden
Markov Model},
journal = {CoRR},
volume = {abs/1609.09172},
year = {2016},
url = {http://arxiv.org/abs/1609.09172},
eprinttype = {arXiv},
eprint = {1609.09172},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiaoSL0JX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CaoYX016,
author = {Yang Cao and
Masatoshi Yoshikawa and
Yonghui Xiao and
Li Xiong},
title = {Quantifying Differential Privacy under Temporal Correlations},
journal = {CoRR},
volume = {abs/1610.07543},
year = {2016},
url = {http://arxiv.org/abs/1610.07543},
eprinttype = {arXiv},
eprint = {1610.07543},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/CaoYX016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LuWJW0JO15,
author = {Chia{-}Lun Lu and
Shuang Wang and
Zhanglong Ji and
Yuan Wu and
Li Xiong and
Xiaoqian Jiang and
Lucila Ohno{-}Machado},
title = {WebDISCO: a web service for distributed cox model learning without
patient-level data sharing},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1212--1219},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv083},
doi = {10.1093/JAMIA/OCV083},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/LuWJW0JO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuXPLZ15,
author = {Jinfei Liu and
Li Xiong and
Jian Pei and
Jun Luo and
Haoyu Zhang},
title = {Finding Pareto Optimal Groups: Group-based Skyline},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {13},
pages = {2086--2097},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p2086-liu.pdf},
doi = {10.14778/2831360.2831363},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiuXPLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/PournajafGXS15,
author = {Layla Pournajaf and
Daniel A. Garcia{-}Ulloa and
Li Xiong and
Vaidy S. Sunderam},
title = {Participant Privacy in Mobile Crowd Sensing Task Management: {A} Survey
of Methods and Challenges},
journal = {{SIGMOD} Rec.},
volume = {44},
number = {4},
pages = {23--34},
year = {2015},
url = {https://doi.org/10.1145/2935694.2935700},
doi = {10.1145/2935694.2935700},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/PournajafGXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/TrutaXF15,
author = {Traian Marius Truta and
Li Xiong and
Farshad Fotouhi},
title = {Foreword for the special issue of selected papers from the 7th {EDBT/ICDT}
Workshop on Privacy and Anonymity in Information Society {(PAIS} 2014)},
journal = {Trans. Data Priv.},
volume = {8},
number = {1},
pages = {1--2},
year = {2015},
url = {http://www.tdp.cat/issues11/tdp.a214a15.pdf},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdp/TrutaXF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XiaoX15,
author = {Yonghui Xiao and
Li Xiong},
editor = {Indrajit Ray and
Ninghui Li and
Christopher Kruegel},
title = {Protecting Locations with Differential Privacy under Temporal Correlations},
booktitle = {Proceedings of the 22nd {ACM} {SIGSAC} Conference on Computer and
Communications Security, Denver, CO, USA, October 12-16, 2015},
pages = {1298--1309},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2810103.2813640},
doi = {10.1145/2810103.2813640},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/XiaoX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiXJL15,
author = {Haoran Li and
Li Xiong and
Xiaoqian Jiang and
Jinfei Liu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Differentially Private Histogram Publication for Dynamic Datasets:
an Adaptive Sampling Approach},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1001--1010},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806441},
doi = {10.1145/2806416.2806441},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiXJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuZXLL15,
author = {Jinfei Liu and
Haoyu Zhang and
Li Xiong and
Haoran Li and
Jun Luo},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Finding Probabilistic k-Skyline Sets on Uncertain Data},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1511--1520},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806452},
doi = {10.1145/2806416.2806452},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuZXLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/XuXL15,
author = {Xiaofeng Xu and
Li Xiong and
Jinfei Liu},
editor = {Jaehong Park and
Anna Cinzia Squicciarini},
title = {Database Fragmentation with Confidentiality Constraints: {A} Graph
Search Approach},
booktitle = {Proceedings of the 5th {ACM} Conference on Data and Application Security
and Privacy, {CODASPY} 2015, San Antonio, TX, USA, March 2-4, 2015},
pages = {263--270},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2699026.2699121},
doi = {10.1145/2699026.2699121},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/XuXL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cts/Xiong15,
author = {Li Xiong},
title = {Harnessing personal data from Internet of Things: Privacy enhancing
dynamic information monitoring},
booktitle = {2015 International Conference on Collaboration Technologies and Systems,
{CTS} 2015, Atlanta, GA, USA, June 1-5, 2015},
pages = {37},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CTS.2015.7210393},
doi = {10.1109/CTS.2015.7210393},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cts/Xiong15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Bonomi15,
author = {Luca Bonomi and
Li Xiong},
editor = {Peter M. Fischer and
Gustavo Alonso and
Marcelo Arenas and
Floris Geerts},
title = {Private Computation of the Longest Increasing Subsequence in Data
Streams},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2015 Joint Conference
(EDBT/ICDT), Brussels, Belgium, March 27th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1330},
pages = {270--277},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1330/paper-42.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Bonomi15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ShahabiFNXL15,
author = {Cyrus Shahabi and
Liyue Fan and
Luciano Nocera and
Li Xiong and
Ming Li},
editor = {Jie Bao and
Christian Sengstock and
Mohammed Eunus Ali and
Yan Huang and
Michael Gertz and
Matthias Renz and
Jagan Sankaranarayanan},
title = {Privacy-preserving inference of social relationships from location
data: a vision paper},
booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances
in Geographic Information Systems, Bellevue, WA, USA, November 3-6,
2015},
pages = {9:1--9:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820783.2820880},
doi = {10.1145/2820783.2820880},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/ShahabiFNXL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XuXSLL15,
author = {Xiaofeng Xu and
Li Xiong and
Vaidy S. Sunderam and
Jinfei Liu and
Jun Luo},
editor = {Jie Bao and
Christian Sengstock and
Mohammed Eunus Ali and
Yan Huang and
Michael Gertz and
Matthias Renz and
Jagan Sankaranarayanan},
title = {VPIndexer: velocity-based partitioning for indexing moving objects},
booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances
in Geographic Information Systems, Bellevue, WA, USA, November 3-6,
2015},
pages = {88:1--88:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820783.2820786},
doi = {10.1145/2820783.2820786},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/XuXSLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/PournajafXSX15,
author = {Layla Pournajaf and
Li Xiong and
Vaidy S. Sunderam and
Xiaofeng Xu},
editor = {Jie Bao and
Christian Sengstock and
Mohammed Eunus Ali and
Yan Huang and
Michael Gertz and
Matthias Renz and
Jagan Sankaranarayanan},
title = {{STAC:} spatial task assignment for crowd sensing with cloaked participant
locations},
booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances
in Geographic Information Systems, Bellevue, WA, USA, November 3-6,
2015},
pages = {90:1--90:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820783.2820788},
doi = {10.1145/2820783.2820788},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/PournajafXSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/XiongS15,
author = {Li Xiong and
Vaidy S. Sunderam},
editor = {Slawomir Koziel and
Leifur {\TH}. Leifsson and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Security and Privacy Dimensions in Next Generation DDDAS/Infosymbiotic
Systems: {A} Position Paper},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2015, Computational Science at the Gates of Nature, Reykjav{\'{\i}}k,
Iceland, 1-3 June, 2015, 2014},
series = {Procedia Computer Science},
volume = {51},
pages = {2483--2492},
publisher = {Elsevier},
year = {2015},
url = {https://doi.org/10.1016/j.procs.2015.05.357},
doi = {10.1016/J.PROCS.2015.05.357},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/XiongS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XuSCLX15,
author = {Shengzhi Xu and
Sen Su and
Xiang Cheng and
Zhengyi Li and
Li Xiong},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Differentially private frequent sequence mining via sampling-based
candidate pruning},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1035--1046},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113354},
doi = {10.1109/ICDE.2015.7113354},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XuSCLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/XuXSLL15,
author = {Xiaofeng Xu and
Li Xiong and
Vaidy S. Sunderam and
Jinfei Liu and
Jun Luo},
editor = {Christophe Claramunt and
Markus Schneider and
Raymond Chi{-}Wing Wong and
Li Xiong and
Woong{-}Kee Loh and
Cyrus Shahabi and
Ki{-}Joune Li},
title = {Speed Partitioning for Indexing Moving Objects},
booktitle = {Advances in Spatial and Temporal Databases - 14th International Symposium,
{SSTD} 2015, Hong Kong, China, August 26-28, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9239},
pages = {216--234},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22363-6\_12},
doi = {10.1007/978-3-319-22363-6\_12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/XuXSLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/LiuX15,
author = {Jinfei Liu and
Li Xiong},
editor = {Fusheng Wang and
Gang Luo and
Chunhua Weng and
Arijit Khan and
Prasenjit Mitra and
Cong Yu},
title = {Secure Similarity Queries: Enabling Precision Medicine with Privacy},
booktitle = {Biomedical Data Management and Graph Online Querying - {VLDB} 2015
Workshops, Big-O(Q) and DMAH, Waikoloa, HI, USA, August 31 - September
4, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9579},
pages = {61--70},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-41576-5\_5},
doi = {10.1007/978-3-319-41576-5\_5},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/vldb/LiuX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/LiXJ15,
author = {Haoran Li and
Li Xiong and
Xiaoqian Jiang},
editor = {Aris Gkoulalas{-}Divanis and
Grigorios Loukides},
title = {Differentially Private Histogram and Synthetic Data Publication},
booktitle = {Medical Data Privacy Handbook},
pages = {35--58},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23633-9\_3},
doi = {10.1007/978-3-319-23633-9\_3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/15/LiXJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/BonomiFX15,
author = {Luca Bonomi and
Liyue Fan and
Li Xiong},
editor = {Aris Gkoulalas{-}Divanis and
Grigorios Loukides},
title = {A Review of Privacy Preserving Mechanisms for Record Linkage},
booktitle = {Medical Data Privacy Handbook},
pages = {233--265},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23633-9\_10},
doi = {10.1007/978-3-319-23633-9\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/15/BonomiFX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ssd/2015,
editor = {Christophe Claramunt and
Markus Schneider and
Raymond Chi{-}Wing Wong and
Li Xiong and
Woong{-}Kee Loh and
Cyrus Shahabi and
Ki{-}Joune Li},
title = {Advances in Spatial and Temporal Databases - 14th International Symposium,
{SSTD} 2015, Hong Kong, China, August 26-28, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9239},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22363-6},
doi = {10.1007/978-3-319-22363-6},
isbn = {978-3-319-22362-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/LiuXX14,
author = {Jinfei Liu and
Li Xiong and
Xiaofeng Xu},
title = {Faster output-sensitive skyline computation algorithm},
journal = {Inf. Process. Lett.},
volume = {114},
number = {12},
pages = {710--713},
year = {2014},
url = {https://doi.org/10.1016/j.ipl.2014.06.014},
doi = {10.1016/J.IPL.2014.06.014},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/LiuXX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/Gkoulalas-DivanisLXS14,
author = {Aris Gkoulalas{-}Divanis and
Grigorios Loukides and
Li Xiong and
Jimeng Sun},
title = {Informatics methods in medical privacy},
journal = {J. Biomed. Informatics},
volume = {50},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2014.07.010},
doi = {10.1016/J.JBI.2014.07.010},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/Gkoulalas-DivanisLXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiXZJ14,
author = {Haoran Li and
Li Xiong and
Lifan Zhang and
Xiaoqian Jiang},
title = {DPSynthesizer: Differentially Private Data Synthesizer for Privacy
Preserving Data Sharing},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {13},
pages = {1677--1680},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1677-li.pdf},
doi = {10.14778/2733004.2733059},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiXZJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/XiongY14,
author = {Li Xiong and
Cong Yu},
title = {Front Matter},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {14},
pages = {i--x},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/FrontMatterVol7No14.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/XiongY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/XiaoXFGL14,
author = {Yonghui Xiao and
Li Xiong and
Liyue Fan and
Slawomir Goryczka and
Haoran Li},
title = {DPCube: Differentially Private Histogram Release through Multidimensional
Partitioning},
journal = {Trans. Data Priv.},
volume = {7},
number = {3},
pages = {195--222},
year = {2014},
url = {http://www.tdp.cat/issues11/abs.a136a13.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/XiaoXFGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FanX14,
author = {Liyue Fan and
Li Xiong},
title = {An Adaptive Approach to Real-Time Aggregate Monitoring With Differential
Privacy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {9},
pages = {2094--2106},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.96},
doi = {10.1109/TKDE.2013.96},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FanX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GoryczkaXF14,
author = {Slawomir Goryczka and
Li Xiong and
Benjamin C. M. Fung},
title = {{\textbackslash}(m{\textbackslash}) -Privacy for Collaborative Data
Publishing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {10},
pages = {2520--2533},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.18},
doi = {10.1109/TKDE.2013.18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GoryczkaXF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/SolomonSX14,
author = {Michael G. Solomon and
Vaidy S. Sunderam and
Li Xiong},
editor = {Vijay Atluri and
G{\"{u}}nther Pernul},
title = {Towards Secure Cloud Database with Fine-Grained Access Control},
booktitle = {Data and Applications Security and Privacy {XXVIII} - 28th Annual
{IFIP} {WG} 11.3 Working Conference, DBSec 2014, Vienna, Austria,
July 14-16, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8566},
pages = {324--338},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43936-4\_21},
doi = {10.1007/978-3-662-43936-4\_21},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/SolomonSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiXJ14,
author = {Haoran Li and
Li Xiong and
Xiaoqian Jiang},
editor = {Sihem Amer{-}Yahia and
Vassilis Christophides and
Anastasios Kementsietsidis and
Minos N. Garofalakis and
Stratos Idreos and
Vincent Leroy},
title = {Differentially Private Synthesization of Multi-Dimensional Data using
Copula Functions},
booktitle = {Proceedings of the 17th International Conference on Extending Database
Technology, {EDBT} 2014, Athens, Greece, March 24-28, 2014},
pages = {475--486},
publisher = {OpenProceedings.org},
year = {2014},
url = {https://doi.org/10.5441/002/edbt.2014.43},
doi = {10.5441/002/EDBT.2014.43},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LiXJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/PournajafXS14,
author = {Layla Pournajaf and
Li Xiong and
Vaidy S. Sunderam},
editor = {David Abramson and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Dynamic Data Driven Crowd Sensing Task Assignment},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2014, Cairns, Queensland, Australia, 10-12 June, 2014},
series = {Procedia Computer Science},
volume = {29},
pages = {1314--1323},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.05.118},
doi = {10.1016/J.PROCS.2014.05.118},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/PournajafXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/HillHJSHX14,
author = {Raquel Hill and
Michael Hansen and
Erick Janssen and
Stephanie A. Sanders and
Julia R. Heiman and
Li Xiong},
title = {A Quantitative Approach for Evaluating the Utility of a Differentially
Private Behavioral Science Dataset},
booktitle = {2014 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2014, Verona, Italy, September 15-17, 2014},
pages = {276--284},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICHI.2014.45},
doi = {10.1109/ICHI.2014.45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/HillHJSHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/PournajafXSG14,
author = {Layla Pournajaf and
Li Xiong and
Vaidy S. Sunderam and
Slawomir Goryczka},
editor = {Arkady B. Zaslavsky and
Panos K. Chrysanthis and
Christian Becker and
Jadwiga Indulska and
Mohamed F. Mokbel and
Daniela Nicklas and
Chi{-}Yin Chow},
title = {Spatial Task Assignment for Crowd Sensing with Cloaked Locations},
booktitle = {{IEEE} 15th International Conference on Mobile Data Management, {MDM}
2014, Brisbane, Australia, July 14-18, 2014 - Volume 1},
pages = {73--82},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/MDM.2014.15},
doi = {10.1109/MDM.2014.15},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/PournajafXSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LuoLX14,
author = {Jun Luo and
Jinfei Liu and
Li Xiong},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Privacy Preserving Publication of Locations Based on Delaunay Triangulation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {594--605},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_49},
doi = {10.1007/978-3-319-06608-0\_49},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LuoLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FanBXS14,
author = {Liyue Fan and
Luca Bonomi and
Li Xiong and
Vaidy S. Sunderam},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Monitoring web browsing behavior with differential privacy},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {177--188},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568038},
doi = {10.1145/2566486.2568038},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FanBXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaoX14,
author = {Yonghui Xiao and
Li Xiong},
title = {Dynamic Differential Privacy for Location based Applications},
journal = {CoRR},
volume = {abs/1410.5919},
year = {2014},
url = {http://arxiv.org/abs/1410.5919},
eprinttype = {arXiv},
eprint = {1410.5919},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiaoX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuXSLL14,
author = {Xiaofeng Xu and
Li Xiong and
Vaidy S. Sunderam and
Jinfei Liu and
Jun Luo},
title = {Speed Partitioning for Indexing Moving Objects},
journal = {CoRR},
volume = {abs/1411.4940},
year = {2014},
url = {http://arxiv.org/abs/1411.4940},
eprinttype = {arXiv},
eprint = {1411.4940},
timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuXSLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/GardnerXXGPJO13,
author = {James J. Gardner and
Li Xiong and
Yonghui Xiao and
Jingjing Gao and
Andrew R. Post and
Xiaoqian Jiang and
Lucila Ohno{-}Machado},
title = {{SHARE:} system design and case studies for statistical health information
release},
journal = {J. Am. Medical Informatics Assoc.},
volume = {20},
number = {1},
pages = {109--116},
year = {2013},
url = {https://doi.org/10.1136/amiajnl-2012-001032},
doi = {10.1136/AMIAJNL-2012-001032},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/GardnerXXGPJO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/LiuXLH13,
author = {Jinfei Liu and
Li Xiong and
Jun Luo and
Joshua Zhexue Huang},
title = {Privacy Preserving Distributed {DBSCAN} Clustering},
journal = {Trans. Data Priv.},
volume = {6},
number = {1},
pages = {69--85},
year = {2013},
url = {http://www.tdp.cat/issues11/abs.a130a13.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/LiuXLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/LiuXL13,
author = {Jinfei Liu and
Li Xiong and
Jun Luo},
title = {Semantic Security: Privacy Definitions Revisited},
journal = {Trans. Data Priv.},
volume = {6},
number = {3},
pages = {185--198},
year = {2013},
url = {http://www.tdp.cat/issues11/abs.a155a13.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/LiuXL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BonomiX13,
author = {Luca Bonomi and
Li Xiong},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {A two-phase algorithm for mining sequential patterns with differential
privacy},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {269--278},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505553},
doi = {10.1145/2505515.2505553},
timestamp = {Mon, 19 Aug 2024 08:36:26 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BonomiX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/FanXS13,
author = {Liyue Fan and
Li Xiong and
Vaidy S. Sunderam},
editor = {Lingyu Wang and
Basit Shafiq},
title = {Differentially Private Multi-dimensional Time Series Release for Traffic
Monitoring},
booktitle = {Data and Applications Security and Privacy {XXVII} - 27th Annual {IFIP}
{WG} 11.3 Conference, DBSec 2013, Newark, NJ, USA, July 15-17, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7964},
pages = {33--48},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39256-6\_3},
doi = {10.1007/978-3-642-39256-6\_3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/FanXS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiuXL13,
author = {Jinfei Liu and
Li Xiong and
Jun Luo},
editor = {Giovanna Guerrini},
title = {A privacy framework: indistinguishable privacy},
booktitle = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT/ICDT} '13, Genoa, Italy,
March 22, 2013, Workshop Proceedings},
pages = {131--136},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2457317.2457340},
doi = {10.1145/2457317.2457340},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LiuXL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GoryczkaXS13,
author = {Slawomir Goryczka and
Li Xiong and
Vaidy S. Sunderam},
editor = {Giovanna Guerrini},
title = {Secure multiparty aggregation with differential privacy: a comparative
study},
booktitle = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT/ICDT} '13, Genoa, Italy,
March 22, 2013, Workshop Proceedings},
pages = {155--163},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2457317.2457343},
doi = {10.1145/2457317.2457343},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/GoryczkaXS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/XiongSFGP13,
author = {Li Xiong and
Vaidy S. Sunderam and
Liyue Fan and
Slawomir Goryczka and
Layla Pournajaf},
editor = {Vassil Alexandrov and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Predict: Privacy and Security Enhancing Dynamic Information Collection
and Monitoring},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2013, Barcelona, Spain, 5-7 June, 2013},
series = {Procedia Computer Science},
volume = {18},
pages = {1979--1988},
publisher = {Elsevier},
year = {2013},
url = {https://doi.org/10.1016/j.procs.2013.05.367},
doi = {10.1016/J.PROCS.2013.05.367},
timestamp = {Wed, 12 Jul 2023 15:16:18 +0200},
biburl = {https://dblp.org/rec/conf/iccS/XiongSFGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanX13,
author = {Liyue Fan and
Li Xiong},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Differentially Private Anomaly Detection with a Case Study on Epidemic
Outbreak Detection},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {833--840},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.129},
doi = {10.1109/ICDMW.2013.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FanX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Xiong13,
author = {Li Xiong},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Adaptive Differentially Private Data Release for Data Sharing and
Data Mining},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {891},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.155},
doi = {10.1109/ICDMW.2013.155},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Xiong13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BonomiXL13,
author = {Luca Bonomi and
Li Xiong and
James J. Lu},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {LinkIT: privacy preserving record linkage and integration via transformations},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {1029--1032},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2465259},
doi = {10.1145/2463676.2465259},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/BonomiXL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FanXS13,
author = {Liyue Fan and
Li Xiong and
Vaidy S. Sunderam},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {{FAST:} differentially private real-time aggregate monitor with filtering
and adaptive sampling},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {1065--1068},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2465253},
doi = {10.1145/2463676.2465253},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FanXS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/FungTHXAD12,
author = {Benjamin C. M. Fung and
Thomas Trojer and
Patrick C. K. Hung and
Li Xiong and
Khalil Al{-}Hussaeni and
Rachida Dssouli},
title = {Service-Oriented Architecture for High-Dimensional Private Data Mashup},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {5},
number = {3},
pages = {373--386},
year = {2012},
url = {https://doi.org/10.1109/TSC.2011.13},
doi = {10.1109/TSC.2011.13},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/FungTHXAD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BonomiXCF12,
author = {Luca Bonomi and
Li Xiong and
Rui Chen and
Benjamin C. M. Fung},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Frequent grams based embedding for privacy preserving record linkage},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1597--1601},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398480},
doi = {10.1145/2396761.2398480},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BonomiXCF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FanX12,
author = {Liyue Fan and
Li Xiong},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Real-time aggregate monitoring with differential privacy},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {2169--2173},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398595},
doi = {10.1145/2396761.2398595},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/FanX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiuHLX12,
author = {Jinfei Liu and
Joshua Zhexue Huang and
Jun Luo and
Li Xiong},
editor = {Divesh Srivastava and
Ismail Ari},
title = {Privacy preserving distributed {DBSCAN} clustering},
booktitle = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany,
March 30, 2012},
pages = {177--185},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2320765.2320819},
doi = {10.1145/2320765.2320819},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LiuHLX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hisb/JiangWJOX12,
author = {Xiaoqian Jiang and
Shuang Wang and
Zhanglong Ji and
Lucila Ohno{-}Machado and
Li Xiong},
title = {A Randomized Response Model for Privacy-Preserving Data Dissemination},
booktitle = {2012 {IEEE} Second International Conference on Healthcare Informatics,
Imaging and Systems Biology, {HISB} 2012, La Jolla, CA, USA, September
27-28, 2012},
pages = {138},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/HISB.2012.63},
doi = {10.1109/HISB.2012.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hisb/JiangWJOX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XiaoGX12,
author = {Yonghui Xiao and
James J. Gardner and
Li Xiong},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {DPCube: Releasing Differentially Private Data Cubes for Health Information},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {1305--1308},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.135},
doi = {10.1109/ICDE.2012.135},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XiaoGX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/JurczykXG12,
author = {Pawel Jurczyk and
Li Xiong and
Slawomir Goryczka},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {DObjects+: Enabling Privacy-Preserving Data Federation Services},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {1325--1328},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.138},
doi = {10.1109/ICDE.2012.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/JurczykXG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/ThayerXH12,
author = {Kyle Thayer and
Li Xiong and
Vicki Hertzberg},
editor = {Gang Luo and
Jiming Liu and
Christopher C. Yang},
title = {{IFC} soft: visual comparison of flow cytometry data using self-organizing
maps},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
FL, USA, January 28-30, 2012},
pages = {863--866},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2110363.2110474},
doi = {10.1145/2110363.2110474},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/ThayerXH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skg/SyedBSX12,
author = {Syed Raheel Hassan and
Julien Bourgeois and
Vaidy S. Sunderam and
Li Xiong},
title = {Detection of Distributed Attacks in Hybrid {\&} Public Cloud Networks},
booktitle = {Eighth International Conference on Semantics, Knowledge and Grids,
{SKG} 2012, Beijing, China, October 22-24, 2012},
pages = {9--15},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SKG.2012.28},
doi = {10.1109/SKG.2012.28},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/skg/SyedBSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3461,
author = {Liyue Fan and
Li Xiong},
title = {Adaptively Sharing Time-Series with Differential Privacy},
journal = {CoRR},
volume = {abs/1202.3461},
year = {2012},
url = {http://arxiv.org/abs/1202.3461},
eprinttype = {arXiv},
eprint = {1202.3461},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-5358,
author = {Yonghui Xiao and
Li Xiong and
Liyue Fan and
Slawomir Goryczka},
title = {DPCube: Differentially Private Histogram Release through Multidimensional
Partitioning},
journal = {CoRR},
volume = {abs/1202.5358},
year = {2012},
url = {http://arxiv.org/abs/1202.5358},
eprinttype = {arXiv},
eprint = {1202.5358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-5358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0617,
author = {Yonghui Xiao and
Li Xiong},
title = {Online query answering with differential privacy: a utility-driven
approach using Bayesian inference},
journal = {CoRR},
volume = {abs/1203.0617},
year = {2012},
url = {http://arxiv.org/abs/1203.0617},
eprinttype = {arXiv},
eprint = {1203.0617},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-2773,
author = {Luca Bonomi and
Li Xiong and
Rui Chen and
Benjamin C. M. Fung},
title = {Privacy Preserving Record Linkage via grams Projections},
journal = {CoRR},
volume = {abs/1208.2773},
year = {2012},
url = {http://arxiv.org/abs/1208.2773},
eprinttype = {arXiv},
eprint = {1208.2773},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-2773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ChenMFDX11,
author = {Rui Chen and
Noman Mohammed and
Benjamin C. M. Fung and
Bipin C. Desai and
Li Xiong},
title = {Publishing Set-Valued Data via Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {4},
number = {11},
pages = {1087--1098},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p1087-chen.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ChenMFDX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/JurczykX11,
author = {Pawel Jurczyk and
Li Xiong},
title = {Information Sharing across Private Databases: Secure Union Revisited},
booktitle = {PASSAT/SocialCom 2011, Privacy, Security, Risk and Trust (PASSAT),
2011 {IEEE} Third International Conference on and 2011 {IEEE} Third
International Conference on Social Computing (SocialCom), Boston,
MA, USA, 9-11 Oct., 2011},
pages = {996--1003},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PASSAT/SocialCom.2011.204},
doi = {10.1109/PASSAT/SOCIALCOM.2011.204},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/JurczykX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbt/2011pais,
editor = {Traian Marius Truta and
Li Xiong and
Farshad Fotouhi and
Kjell Orsborn and
Silvia Stefanova},
title = {Proceedings of the 2011 International Workshop on Privacy and Anonymity
in Information Society, {PAIS} 2011, Uppsala, Sweden, March 2011},
publisher = {{ACM}},
year = {2011},
isbn = {978-1-4503-0611-9},
timestamp = {Tue, 30 Aug 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/2011pais.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShiXF10,
author = {Pu Shi and
Li Xiong and
Benjamin C. M. Fung},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Anonymizing data with quasi-sensitive attribute values},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1389--1392},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871628},
doi = {10.1145/1871437.1871628},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShiXF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/GardnerXWPSG10,
author = {James J. Gardner and
Li Xiong and
Fusheng Wang and
Andrew R. Post and
Joel H. Saltz and
Tyrone Grandison},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {An evaluation of feature sets and sampling techniques for de-identification
of medical records},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {183--190},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883019},
doi = {10.1145/1882992.1883019},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/GardnerXWPSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdmw/XiaoXY10,
author = {Yonghui Xiao and
Li Xiong and
Chun Yuan},
editor = {Willem Jonker and
Milan Petkovic},
title = {Differentially Private Data Release through Multidimensional Partitioning},
booktitle = {Secure Data Management, 7th {VLDB} Workshop, {SDM} 2010, Singapore,
September 17, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6358},
pages = {150--168},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15546-8\_11},
doi = {10.1007/978-3-642-15546-8\_11},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdmw/XiaoXY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuXV10,
author = {Yun Zhu and
Li Xiong and
Christopher Verdery},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Anonymizing user profiles for personalized web search},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {1225--1226},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772886},
doi = {10.1145/1772690.1772886},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhuXV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/aikp/GardnerK010,
author = {James J. Gardner and
Aaron Krowne and
Li Xiong},
editor = {Richard Chbeir and
Youakim Badr and
Ajith Abraham and
Aboul Ella Hassanien},
title = {Automatic Invocation Linking for Collaborative Web-Based Corpora},
booktitle = {Emergent Web Intelligence: Advanced Information Retrieval},
series = {Advanced Information and Knowledge Processing},
pages = {23--45},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-84996-074-8\_2},
doi = {10.1007/978-1-84996-074-8\_2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/aikp/GardnerK010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbtw/2010,
editor = {Florian Daniel and
Lois M. L. Delcambre and
Farshad Fotouhi and
Irene Garrig{\'{o}}s and
Giovanna Guerrini and
Jose{-}Norberto Maz{\'{o}}n and
Marco Mesiti and
Sascha M{\"{u}}ller and
Juan Trujillo and
Traian Marius Truta and
Bernhard Volz and
Emmanuel Waller and
Li Xiong and
Esteban Zim{\'{a}}nyi},
title = {Proceedings of the 2010 {EDBT/ICDT} Workshops, Lausanne, Switzerland,
March 22-26, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
isbn = {978-1-60558-990-9},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbtw/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/GardnerX09,
author = {James J. Gardner and
Li Xiong},
title = {An integrated framework for de-identifying unstructured medical data},
journal = {Data Knowl. Eng.},
volume = {68},
number = {12},
pages = {1441--1451},
year = {2009},
url = {https://doi.org/10.1016/j.datak.2009.07.006},
doi = {10.1016/J.DATAK.2009.07.006},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/GardnerX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GardnerKX09,
author = {James J. Gardner and
Aaron Krowne and
Li Xiong},
title = {NNexus: An Automatic Linker for Collaborative Web-Based Corpora},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {6},
pages = {829--839},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.136},
doi = {10.1109/TKDE.2008.136},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GardnerKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GardnerX09,
author = {James J. Gardner and
Li Xiong},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Automatic link detection: a sequence labeling approach},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1701--1704},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646208},
doi = {10.1145/1645953.1646208},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GardnerX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/JurczykX09,
author = {Pawel Jurczyk and
Li Xiong},
editor = {Ehud Gudes and
Jaideep Vaidya},
title = {Distributed Anonymization: Achieving Privacy for Both Data Subjects
and Data Providers},
booktitle = {Data and Applications Security XXIII, 23rd Annual {IFIP} {WG} 11.3
Working Conference, Montreal, Canada, July 12-15, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5645},
pages = {191--207},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03007-9\_13},
doi = {10.1007/978-3-642-03007-9\_13},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/JurczykX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/JurczykX09,
author = {Pawel Jurczyk and
Li Xiong},
editor = {Sourav S. Bhowmick and
Josef K{\"{u}}ng and
Roland R. Wagner},
title = {Dynamic Query Processing for {P2P} Data Services in the Cloud},
booktitle = {Database and Expert Systems Applications, 20th International Conference,
{DEXA} 2009, Linz, Austria, August 31 - September 4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5690},
pages = {396--411},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03573-9\_34},
doi = {10.1007/978-3-642-03573-9\_34},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/JurczykX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GardnerXLL09,
author = {James J. Gardner and
Li Xiong and
Kanwei Li and
James J. Lu},
editor = {Martin L. Kersten and
Boris Novikov and
Jens Teubner and
Vladimir Polutin and
Stefan Manegold},
title = {{HIDE:} heterogeneous information DE-identification},
booktitle = {{EDBT} 2009, 12th International Conference on Extending Database Technology,
Saint Petersburg, Russia, March 24-26, 2009, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
pages = {1116--1119},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1516360.1516491},
doi = {10.1145/1516360.1516491},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/edbt/GardnerXLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GardnerKX09,
author = {James J. Gardner and
Aaron Krowne and
Li Xiong},
editor = {Martin L. Kersten and
Boris Novikov and
Jens Teubner and
Vladimir Polutin and
Stefan Manegold},
title = {NNexus: an automatic linker for collaborative web-based corpora},
booktitle = {{EDBT} 2009, 12th International Conference on Extending Database Technology,
Saint Petersburg, Russia, March 24-26, 2009, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
pages = {1152--1155},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1516360.1516501},
doi = {10.1145/1516360.1516501},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/GardnerKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbtw/2009,
editor = {Marco Mesiti and
Traian Marius Truta and
Li Xiong and
Sascha M{\"{u}}ller and
Hubert Naacke and
Boris Novikov and
Guillaume Raschia and
Ismael Sanz and
Pierre Sens and
Dmitry Shaporenkov and
Nicolas Travers},
title = {Proceedings of the 2009 {EDBT/ICDT} Workshops, Saint-Petersburg, Russia,
March 22, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
publisher = {{ACM}},
year = {2009},
isbn = {978-1-60558-650-2},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbtw/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/JurczykX08,
author = {Pawel Jurczyk and
Li Xiong},
title = {DObjects: enabling distributed data services for metacomputing platforms},
journal = {Proc. {VLDB} Endow.},
volume = {1},
number = {2},
pages = {1432--1435},
year = {2008},
url = {http://www.vldb.org/pvldb/vol1/1454192.pdf},
doi = {10.14778/1454159.1454192},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/JurczykX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/XiongTF08,
author = {Li Xiong and
Traian Marius Truta and
Farshad Fotouhi},
title = {Report on international workshop on privacy and anonymity in the information
society {(PAIS} 2008)},
journal = {{SIGMOD} Rec.},
volume = {37},
number = {4},
pages = {108--111},
year = {2008},
url = {https://doi.org/10.1145/1519103.1519125},
doi = {10.1145/1519103.1519125},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/XiongTF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JurczykLXCC08,
author = {Pawel Jurczyk and
James J. Lu and
Li Xiong and
Janet D. Cragan and
Adolfo Correa},
title = {{FRIL:} {A} Tool for Comparative Record Linkage},
booktitle = {{AMIA} 2008, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2008},
publisher = {{AMIA}},
year = {2008},
url = {https://knowledge.amia.org/amia-55142-a2008a-1.625176/t-001-1.626020/f-001-1.626021/a-091-1.626291/a-092-1.626288},
timestamp = {Wed, 17 Apr 2024 11:48:12 +0200},
biburl = {https://dblp.org/rec/conf/amia/JurczykLXCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LiuXLGH08,
author = {Lin Liu and
Li Xiong and
James J. Lu and
Kim M. Gernert and
Vicki Hertzberg},
editor = {Xue{-}wen Chen and
Xiaohua Hu and
Sun Kim},
title = {Comparing and Clustering Flow Cytometry Data},
booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
pages = {305--309},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/BIBM.2008.61},
doi = {10.1109/BIBM.2008.61},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/LiuXLGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/GardnerX08,
author = {James J. Gardner and
Li Xiong},
title = {{HIDE:} An Integrated System for Health Information DE-identification},
booktitle = {Proceedings of the Twenty-First {IEEE} International Symposium on
Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
Finland},
pages = {254--259},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CBMS.2008.129},
doi = {10.1109/CBMS.2008.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/GardnerX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JurczykX08a,
author = {Pawel Jurczyk and
Li Xiong},
editor = {Prasan Roy and
Aparna S. Varde},
title = {Towards privacy-preserving integration of distributed heterogeneous
data},
booktitle = {Proceedings of the Second Ph.D. Workshop in CIKM, {PIKM} 2008, Napa
Valley, California, USA, October 30, 2008},
pages = {65--72},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458550.1458562},
doi = {10.1145/1458550.1458562},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JurczykX08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JurczykX08,
author = {Pawel Jurczyk and
Li Xiong},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Privacy-preserving data publishing for horizontally partitioned databases},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1321--1322},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458257},
doi = {10.1145/1458082.1458257},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JurczykX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/JurczykXS08,
author = {Pawel Jurczyk and
Li Xiong and
Vaidy S. Sunderam},
editor = {Marian Bubak and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {DObjects: Enabling Distributed Data Services for Metacomputing Platforms},
booktitle = {Computational Science - {ICCS} 2008, 8th International Conference,
Krak{\'{o}}w, Poland, June 23-25, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5101},
pages = {136--145},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69384-0\_19},
doi = {10.1007/978-3-540-69384-0\_19},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/JurczykXS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/otm/JurczykX08,
author = {Pawel Jurczyk and
Li Xiong},
editor = {Robert Meersman and
Zahir Tari},
title = {Adapting Commit Protocols for Large-Scale and Dynamic Distributed
Applications},
booktitle = {On the Move to Meaningful Internet Systems: {OTM} 2008, {OTM} 2008
Confederated International Conferences, CoopIS, DOA, GADA, IS, and
{ODBASE} 2008, Monterrey, Mexico, November 9-14, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5331},
pages = {465--474},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88871-0\_33},
doi = {10.1007/978-3-540-88871-0\_33},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/otm/JurczykX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LaRosaXM08,
author = {Christopher LaRosa and
Li Xiong and
Ken Mandelberg},
editor = {Roger L. Wainwright and
Hisham Haddad},
title = {Frequent pattern mining for kernel trace data},
booktitle = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC),
Fortaleza, Ceara, Brazil, March 16-20, 2008},
pages = {880--885},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1363686.1363890},
doi = {10.1145/1363686.1363890},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LaRosaXM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbt/2008pais,
editor = {Farshad Fotouhi and
Li Xiong and
Traian Marius Truta},
title = {Proceedings of the 2008 International Workshop on Privacy and Anonymity
in Information Society, {PAIS} 2008, Nantes, France, March 29, 2008},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2008},
isbn = {978-1-59593-965-4},
timestamp = {Tue, 30 Aug 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/2008pais.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/XiongX07,
author = {Li Xiong and
Yuni Xia},
title = {Report on {ACM} Workshop on Health Information and Knowledge Management
{(HIKM} 2006)},
journal = {{SIGMOD} Rec.},
volume = {36},
number = {2},
pages = {39--42},
year = {2007},
url = {https://doi.org/10.1145/1328854.1328863},
doi = {10.1145/1328854.1328863},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/XiongX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/XiongCL07,
author = {Li Xiong and
Subramanyam Chitti and
Ling Liu},
title = {Preserving data privacy in outsourcing data aggregation services},
journal = {{ACM} Trans. Internet Techn.},
volume = {7},
number = {3},
pages = {17},
year = {2007},
url = {https://doi.org/10.1145/1275505.1275510},
doi = {10.1145/1275505.1275510},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toit/XiongCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/XiongLA07,
author = {Li Xiong and
Ling Liu and
Mustaque Ahamad},
editor = {Juan Quemada and
Tao Zhang},
title = {Countering feedback sparsity and manipulation in reputation systems},
booktitle = {Proceedings of the 3rd International Conference on Collaborative Computing:
Networking, Applications and Worksharing, White Plains, New York,
USA, November 12-15, 2007},
pages = {203--212},
publisher = {{IEEE} Computer Society / {ICST}},
year = {2007},
url = {https://doi.org/10.1109/COLCOM.2007.4553831},
doi = {10.1109/COLCOM.2007.4553831},
timestamp = {Tue, 20 Aug 2024 07:54:45 +0200},
biburl = {https://dblp.org/rec/conf/colcom/XiongLA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/XiongCL07,
author = {Li Xiong and
Subramanyam Chitti and
Ling Liu},
editor = {Yookun Cho and
Roger L. Wainwright and
Hisham Haddad and
Sung Y. Shin and
Yong Wan Koo},
title = {Mining multiple private databases using a kNN classifier},
booktitle = {Proceedings of the 2007 {ACM} Symposium on Applied Computing (SAC),
Seoul, Korea, March 11-15, 2007},
pages = {435--440},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1244002.1244102},
doi = {10.1145/1244002.1244102},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/XiongCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiongCL06,
author = {Li Xiong and
Subramanyam Chitti and
Ling Liu},
editor = {Philip S. Yu and
Vassilis J. Tsotras and
Edward A. Fox and
Bing Liu},
title = {k nearest neighbor classification across multiple private databases},
booktitle = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Arlington, Virginia, USA, November 6-11,
2006},
pages = {840--841},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1183614.1183757},
doi = {10.1145/1183614.1183757},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XiongCL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/GardnerKX06,
author = {James J. Gardner and
Aaron Krowne and
Li Xiong},
editor = {Enrico Blanzieri and
Tao Zhang},
title = {NNexus: Towards an Automatic Linker for a Massively-Distributed Collaborative
Corpus},
booktitle = {2nd International {ICST} Conference on Collaborative Computing: Networking,
Applications and Worksharing, CollaborateCom 2006, Atlanta, GA, USA,
November 17-20, 2006},
publisher = {{IEEE} Computer Society / {ICST}},
year = {2006},
url = {https://doi.org/10.1109/COLCOM.2006.361847},
doi = {10.1109/COLCOM.2006.361847},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colcom/GardnerKX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hikm/2006,
editor = {Li Xiong and
Yuni Xia},
title = {Proceedings of the International Workshop on Healthcare Information
and Knowledge Management, {HIKM} 2006, Arlington, Virginia, USA, November
11, 2006},
publisher = {{ACM}},
year = {2006},
isbn = {1-59593-528-2},
timestamp = {Tue, 30 Aug 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hikm/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/XiongCL05,
author = {Li Xiong and
Subramanyam Chitti and
Ling Liu},
title = {Topk Queries across Multiple Private Databases},
booktitle = {25th International Conference on Distributed Computing Systems {(ICDCS}
2005), 6-10 June 2005, Columbus, OH, {USA}},
pages = {145--154},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDCS.2005.82},
doi = {10.1109/ICDCS.2005.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/XiongCL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SrivatsaXL05,
author = {Mudhakar Srivatsa and
Li Xiong and
Ling Liu},
title = {ExchangeGuard: {A} Distributed Protocol for Electronic Fair-Exchange},
booktitle = {19th International Parallel and Distributed Processing Symposium {(IPDPS}
2005), {CD-ROM} / Abstracts Proceedings, 4-8 April 2005, Denver, CO,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/IPDPS.2005.208},
doi = {10.1109/IPDPS.2005.208},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/SrivatsaXL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SrivatsaXL05,
author = {Mudhakar Srivatsa and
Li Xiong and
Ling Liu},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {TrustGuard: countering vulnerabilities in reputation management for
decentralized overlay networks},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005},
pages = {422--431},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1060745.1060808},
doi = {10.1145/1060745.1060808},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SrivatsaXL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiongL04,
author = {Li Xiong and
Ling Liu},
title = {PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic
Communities},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {7},
pages = {843--857},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.1318566},
doi = {10.1109/TKDE.2004.1318566},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiongL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/XiongL03,
author = {Li Xiong and
Ling Liu},
editor = {Daniel A. Menasc{\'{e}} and
Noam Nisan},
title = {A reputation-based trust model for peer-to-peer ecommerce communities},
booktitle = {Proceedings 4th {ACM} Conference on Electronic Commerce (EC-2003),
San Diego, California, USA, June 9-12, 2003},
pages = {228--229},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/779928.779972},
doi = {10.1145/779928.779972},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/XiongL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/XiongL03,
author = {Li Xiong and
Ling Liu},
title = {A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities},
booktitle = {2003 {IEEE} International Conference on Electronic Commerce {(CEC}
2003), 24-27 June 2003, Newport Beach, CA, {USA}},
pages = {275--284},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/COEC.2003.1210262},
doi = {10.1109/COEC.2003.1210262},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/XiongL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/ButtlerCCFHLPRX02,
author = {David Buttler and
Matthew Coleman and
Terence Critchlow and
Renato Fileto and
Wei Han and
Ling Liu and
Calton Pu and
Daniel Rocco and
Li Xiong},
title = {Querying Multiple Bioinformatics Data Sources: Can Semantic Web Research
Help?},
journal = {{SIGMOD} Rec.},
volume = {31},
number = {4},
pages = {59--64},
year = {2002},
url = {https://doi.org/10.1145/637411.637421},
doi = {10.1145/637411.637421},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/ButtlerCCFHLPRX02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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