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ORCIDBibTeX records: Xiaokui Xiao
@article{DBLP:journals/pvldb/LiDYLXZ24,
author = {Zitao Li and
Bolin Ding and
Liuyi Yao and
Yaliang Li and
Xiaokui Xiao and
Jingren Zhou},
title = {Performance-Based Pricing of Federated Learning via Auction},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {6},
pages = {1269--1282},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p1269-li.pdf},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiDYLXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18607,
author = {Xinjian Luo and
Yangfan Jiang and
Fei Wei and
Yuncheng Wu and
Xiaokui Xiao and
Beng Chin Ooi},
title = {Exploring Privacy and Fairness Risks in Sharing Diffusion Models:
An Adversarial Perspective},
journal = {CoRR},
volume = {abs/2402.18607},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18607},
doi = {10.48550/ARXIV.2402.18607},
eprinttype = {arXiv},
eprint = {2402.18607},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02867,
author = {Keke Huang and
Ruize Gao and
Bogdan Cautis and
Xiaokui Xiao},
title = {Scalable Continuous-time Diffusion Framework for Network Inference
and Influence Estimation},
journal = {CoRR},
volume = {abs/2403.02867},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02867},
doi = {10.48550/ARXIV.2403.02867},
eprinttype = {arXiv},
eprint = {2403.02867},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07954,
author = {Keke Huang and
Wencai Cao and
Hoang Ta and
Xiaokui Xiao and
Pietro Li{\`{o}}},
title = {Optimizing Polynomial Graph Filters: {A} Novel Adaptive Krylov Subspace
Approach},
journal = {CoRR},
volume = {abs/2403.07954},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07954},
doi = {10.48550/ARXIV.2403.07954},
eprinttype = {arXiv},
eprint = {2403.07954},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/KalupahanaBXP23,
author = {Ayanga Imesha Kumari Kalupahana and
Ananta Narayanan Balaji and
Xiaokui Xiao and
Li{-}Shiuan Peh},
title = {SeRaNDiP: Leveraging Inherent Sensor Random Noise for Differential
Privacy Preservation in Wearable Community Sensing Applications},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {7},
number = {2},
pages = {61:1--61:38},
year = {2023},
url = {https://doi.org/10.1145/3596252},
doi = {10.1145/3596252},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/KalupahanaBXP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/0004Y0Y023,
author = {Shiqi Zhang and
Renchi Yang and
Xiaokui Xiao and
Xiao Yan and
Bo Tang},
title = {Effective and Efficient PageRank-based Positioning for Graph Visualization},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {1},
pages = {76:1--76:27},
year = {2023},
url = {https://doi.org/10.1145/3588930},
doi = {10.1145/3588930},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/0004Y0Y023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/CaiXC23,
author = {Kuntai Cai and
Xiaokui Xiao and
Graham Cormode},
title = {PrivLava: Synthesizing Relational Data with Foreign Keys under Differential
Privacy},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {2},
pages = {142:1--142:25},
year = {2023},
url = {https://doi.org/10.1145/3589287},
doi = {10.1145/3589287},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/CaiXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YueDXZCOX23,
author = {Cong Yue and
Tien Tuan Anh Dinh and
Zhongle Xie and
Meihui Zhang and
Gang Chen and
Beng Chin Ooi and
Xiaokui Xiao},
title = {GlassDB: An Efficient Verifiable Ledger Database System Through Transparency},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {6},
pages = {1359--1371},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p1359-ooi.pdf},
doi = {10.14778/3583140.3583152},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YueDXZCOX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WuX0DLOX023,
author = {Yuncheng Wu and
Naili Xing and
Gang Chen and
Tien Tuan Anh Dinh and
Zhaojing Luo and
Beng Chin Ooi and
Xiaokui Xiao and
Meihui Zhang},
title = {Falcon: {A} Privacy-Preserving and Interpretable Vertical Federated
Learning System},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {10},
pages = {2471--2484},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p2471-ooi.pdf},
doi = {10.14778/3603581.3603588},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuX0DLOX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/YangSXYBL23,
author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Yin Yang and
Sourav S. Bhowmick and
Juncheng Liu},
title = {{PANE:} scalable and effective attributed network embedding},
journal = {{VLDB} J.},
volume = {32},
number = {6},
pages = {1237--1262},
year = {2023},
url = {https://doi.org/10.1007/s00778-023-00790-4},
doi = {10.1007/S00778-023-00790-4},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/YangSXYBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0003TX23,
author = {Xiaochen Zhu and
Vincent Y. F. Tan and
Xiaokui Xiao},
editor = {Weizhi Meng and
Christian Damsgaard Jensen and
Cas Cremers and
Engin Kirda},
title = {Blink: Link Local Differential Privacy in Graph Neural Networks via
Bayesian Estimation},
booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2023, Copenhagen, Denmark, November
26-30, 2023},
pages = {2651--2664},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576915.3623165},
doi = {10.1145/3576915.3623165},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/0003TX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LuoZXYLK23,
author = {Siqiang Luo and
Zichen Zhu and
Xiaokui Xiao and
Yin Yang and
Chunbo Li and
Ben Kao},
editor = {Julia Stoyanovich and
Jens Teubner and
Nikos Mamoulis and
Evaggelia Pitoura and
Jan M{\"{u}}hlig and
Katja Hose and
Sourav S. Bhowmick and
Matteo Lissandrini},
title = {Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations
and Insights},
booktitle = {Proceedings 26th International Conference on Extending Database Technology,
{EDBT} 2023, Ioannina, Greece, March 28-31, 2023},
pages = {247--259},
publisher = {OpenProceedings.org},
year = {2023},
url = {https://doi.org/10.48786/edbt.2023.20},
doi = {10.48786/EDBT.2023.20},
timestamp = {Sat, 29 Apr 2023 13:06:22 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LuoZXYLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Ooi0STTXYZ023,
author = {Beng Chin Ooi and
Gang Chen and
Mike Zheng Shou and
Kian{-}Lee Tan and
Anthony K. H. Tung and
Xiaokui Xiao and
James Wei Luen Yip and
Bingxue Zhang and
Meihui Zhang},
title = {The Metaverse Data Deluge: What Can We Do About It?},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3675--3687},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00296},
doi = {10.1109/ICDE55515.2023.00296},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/Ooi0STTXYZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinYX023,
author = {Tianyuan Jin and
Xianglin Yang and
Xiaokui Xiao and
Pan Xu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Thompson Sampling with Less Exploration is Fast and Optimal},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {15239--15261},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jin23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinYX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaoGXL23,
author = {Ergute Bao and
Dawei Gao and
Xiaokui Xiao and
Yaliang Li},
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 = {Communication Efficient and Differentially Private Logistic Regression
under the Distributed Setting},
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 = {69--79},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599279},
doi = {10.1145/3580305.3599279},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BaoGXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYHX23,
author = {Hewen Wang and
Renchi Yang and
Keke Huang and
Xiaokui Xiao},
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 = {Efficient and Effective Edge-wise Graph Representation Learning},
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 = {2326--2336},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599321},
doi = {10.1145/3580305.3599321},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangYHX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0004HSLX023,
author = {Shiqi Zhang and
Yiqian Huang and
Jiachen Sun and
Wenqing Lin and
Xiaokui Xiao and
Bo Tang},
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 = {Capacity Constrained Influence Maximization in Social Networks},
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 = {3376--3385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599267},
doi = {10.1145/3580305.3599267},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0004HSLX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangY0X023,
author = {Shiqi Zhang and
Renchi Yang and
Jing Tang and
Xiaokui Xiao and
Bo Tang},
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 = {Efficient Approximation Algorithms for Spanning Centrality},
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 = {3386--3395},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599323},
doi = {10.1145/3580305.3599323},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangY0X023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Huang0LYX23,
author = {Keke Huang and
Jing Tang and
Juncheng Liu and
Renchi Yang and
Xiaokui Xiao},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Node-wise Diffusion for Scalable Graph Learning},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1723--1733},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583408},
doi = {10.1145/3543507.3583408},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/Huang0LYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04545,
author = {Kuntai Cai and
Xiaokui Xiao and
Graham Cormode},
title = {PrivLava: Synthesizing Relational Data with Foreign Keys under Differential
Privacy},
journal = {CoRR},
volume = {abs/2304.04545},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04545},
doi = {10.48550/ARXIV.2304.04545},
eprinttype = {arXiv},
eprint = {2304.04545},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14000,
author = {Keke Huang and
Jing Tang and
Juncheng Liu and
Renchi Yang and
Xiaokui Xiao},
title = {Node-wise Diffusion for Scalable Graph Learning},
journal = {CoRR},
volume = {abs/2305.14000},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14000},
doi = {10.48550/ARXIV.2305.14000},
eprinttype = {arXiv},
eprint = {2305.14000},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16086,
author = {Shiqi Zhang and
Renchi Yang and
Jing Tang and
Xiaokui Xiao and
Bo Tang},
title = {Efficient Approximation Algorithms for Spanning Centrality},
journal = {CoRR},
volume = {abs/2305.16086},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16086},
doi = {10.48550/ARXIV.2305.16086},
eprinttype = {arXiv},
eprint = {2305.16086},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01782,
author = {Shiqi Zhang and
Yiqian Huang and
Jiachen Sun and
Wenqing Lin and
Xiaokui Xiao and
Bo Tang},
title = {Capacity Constrained Influence Maximization in Social Networks},
journal = {CoRR},
volume = {abs/2306.01782},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01782},
doi = {10.48550/ARXIV.2306.01782},
eprinttype = {arXiv},
eprint = {2306.01782},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03190,
author = {Xiaochen Zhu and
Vincent Y. F. Tan and
Xiaokui Xiao},
title = {Blink: Link Local Differential Privacy in Graph Neural Networks via
Bayesian Estimation},
journal = {CoRR},
volume = {abs/2309.03190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03190},
doi = {10.48550/ARXIV.2309.03190},
eprinttype = {arXiv},
eprint = {2309.03190},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10483,
author = {Xiaochen Zhu and
Xinjian Luo and
Yuncheng Wu and
Yangfan Jiang and
Xiaokui Xiao and
Beng Chin Ooi},
title = {Passive Inference Attacks on Split Learning via Adversarial Regularization},
journal = {CoRR},
volume = {abs/2310.10483},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10483},
doi = {10.48550/ARXIV.2310.10483},
eprinttype = {arXiv},
eprint = {2310.10483},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14129,
author = {Tianyuan Jin and
Yu Yang and
Jing Tang and
Xiaokui Xiao and
Pan Xu},
title = {Optimal Batched Best Arm Identification},
journal = {CoRR},
volume = {abs/2310.14129},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14129},
doi = {10.48550/ARXIV.2310.14129},
eprinttype = {arXiv},
eprint = {2310.14129},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15310,
author = {Yizheng Zhu and
Yuncheng Wu and
Zhaojing Luo and
Beng Chin Ooi and
Xiaokui Xiao},
title = {Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge
Proofs},
journal = {CoRR},
volume = {abs/2311.15310},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15310},
doi = {10.48550/ARXIV.2311.15310},
eprinttype = {arXiv},
eprint = {2311.15310},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WuYCXXLQC22,
author = {Tao Wu and
Nan Yang and
Long Chen and
Xiaokui Xiao and
Xingping Xian and
Jun Liu and
Shaojie Qiao and
Canyixing Cui},
title = {{ERGCN:} Data enhancement-based robust graph convolutional network
against adversarial attacks},
journal = {Inf. Sci.},
volume = {617},
pages = {234--253},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.10.115},
doi = {10.1016/J.INS.2022.10.115},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WuYCXXLQC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ArcoleziCRBX22,
author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Denis Renaud and
Bechara al Bouna and
Xiaokui Xiao},
title = {Differentially private multivariate time series forecasting of aggregated
human mobility with deep learning: Input or gradient perturbation?},
journal = {Neural Comput. Appl.},
volume = {34},
number = {16},
pages = {13355--13369},
year = {2022},
url = {https://doi.org/10.1007/s00521-022-07393-0},
doi = {10.1007/S00521-022-07393-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ArcoleziCRBX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BaoZXYOTA22,
author = {Ergute Bao and
Yizheng Zhu and
Xiaokui Xiao and
Yin Yang and
Beng Chin Ooi and
Benjamin Hong Meng Tan and
Khin Mi Mi Aung},
title = {Skellam Mixture Mechanism: a Novel Approach to Federated Learning
with Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {2348--2360},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p2348-bao.pdf},
doi = {10.14778/3551793.3551798},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/BaoZXYOTA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Yang0LXLW22,
author = {Shuang Yang and
Yahui Sun and
Jiesong Liu and
Xiaokui Xiao and
Rong{-}Hua Li and
Zhewei Wei},
title = {Approximating Probabilistic Group Steiner Trees in Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {2},
pages = {343--355},
year = {2022},
url = {https://www.vldb.org/pvldb/vol16/p343-sun.pdf},
doi = {10.14778/3565816.3565834},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/Yang0LXLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/YangSXYBL22,
author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Yin Yang and
Sourav S. Bhowmick and
Juncheng Liu},
title = {No PANE, No Gain: Scaling Attributed Network Embedding in a Single
Server},
journal = {{SIGMOD} Rec.},
volume = {51},
number = {1},
pages = {42--49},
year = {2022},
url = {https://doi.org/10.1145/3542700.3542711},
doi = {10.1145/3542700.3542711},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/YangSXYBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiSXQWYM22,
author = {Rong{-}Hua Li and
Qiushuo Song and
Xiaokui Xiao and
Lu Qin and
Guoren Wang and
Jeffrey Xu Yu and
Rui Mao},
title = {I/O-Efficient Algorithms for Degeneracy Computation on Massive Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {7},
pages = {3335--3348},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3021484},
doi = {10.1109/TKDE.2020.3021484},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiSXQWYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YeHAMX22,
author = {Qingqing Ye and
Haibo Hu and
Man Ho Au and
Xiaofeng Meng and
Xiaokui Xiao},
title = {{LF-GDPR:} {A} Framework for Estimating Graph Metrics With Local Differential
Privacy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {10},
pages = {4905--4920},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3047124},
doi = {10.1109/TKDE.2020.3047124},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YeHAMX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuoXWLO22,
author = {Xinjian Luo and
Xiaokui Xiao and
Yuncheng Wu and
Juncheng Liu and
Beng Chin Ooi},
title = {A Fusion-Denoising Attack on InstaHide with Data Augmentation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {1899--1907},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i2.20084},
doi = {10.1609/AAAI.V36I2.20084},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LuoXWLO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LuoJX22,
author = {Xinjian Luo and
Yangfan Jiang and
Xiaokui Xiao},
editor = {Heng Yin and
Angelos Stavrou and
Cas Cremers and
Elaine Shi},
title = {Feature Inference Attack on Shapley Values},
booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2022, Los Angeles, CA, USA, November
7-11, 2022},
pages = {2233--2247},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3548606.3560573},
doi = {10.1145/3548606.3560573},
timestamp = {Sat, 17 Dec 2022 01:15:29 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LuoJX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0005BX022,
author = {Jianxin Wei and
Ergute Bao and
Xiaokui Xiao and
Yin Yang},
editor = {Heng Yin and
Angelos Stavrou and
Cas Cremers and
Elaine Shi},
title = {{DPIS:} An Enhanced Mechanism for Differentially Private {SGD} with
Importance Sampling},
booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2022, Los Angeles, CA, USA, November
7-11, 2022},
pages = {2885--2899},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3548606.3560562},
doi = {10.1145/3548606.3560562},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/0005BX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0004SLX022,
author = {Shiqi Zhang and
Jiachen Sun and
Wenqing Lin and
Xiaokui Xiao and
Bo Tang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Measuring Friendship Closeness: {A} Perspective of Social Identity
Theory},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3664--3673},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557076},
doi = {10.1145/3511808.3557076},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0004SLX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhuLXYMH22,
author = {Zichen Zhu and
Siqiang Luo and
Xiaokui Xiao and
Yin Yang and
Dingheng Mo and
Yufei Han},
title = {VC-Tune: Tuning and Exploring Distributed Vertex-Centric Graph Systems},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {3142--3145},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00283},
doi = {10.1109/ICDE53745.2022.00283},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhuLXYMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiuSHWLYXC22,
author = {Juncheng Liu and
Zequn Sun and
Bryan Hooi and
Yiwei Wang and
Dayiheng Liu and
Baosong Yang and
Xiaokui Xiao and
Muhao Chen},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Dangling-Aware Entity Alignment with Mixed High-Order Proximities},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1172--1184},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.88},
doi = {10.18653/V1/2022.FINDINGS-NAACL.88},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/LiuSHWLYXC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Jin0XA22,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Finite-Time Regret of Thompson Sampling Algorithms for Exponential
Family Multi-Armed Bandits},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/fb23cf87a9e04d7677b73c47acd060ef-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Jin0XA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuHKX22,
author = {Juncheng Liu and
Bryan Hooi and
Kenji Kawaguchi and
Xiaokui Xiao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{MGNNI:} Multiscale Graph Neural Networks with Implicit Layers},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/86485259bbe57852dc93477b1deb1f2b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuHKX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWHYX22,
author = {Juncheng Liu and
Yiwei Wang and
Bryan Hooi and
Renchi Yang and
Xiaokui Xiao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LSCALE:} Latent Space Clustering-Based Active Learning for Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {55--70},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_4},
doi = {10.1007/978-3-031-26387-3\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWHYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangSHX22,
author = {Renchi Yang and
Jieming Shi and
Keke Huang and
Xiaokui Xiao},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {Scalable and Effective Bipartite Network Embedding},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {1977--1991},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3517838},
doi = {10.1145/3514221.3517838},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/YangSHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10720,
author = {Juncheng Liu and
Kenji Kawaguchi and
Bryan Hooi and
Yiwei Wang and
Xiaokui Xiao},
title = {{EIGNN:} Efficient Infinite-Depth Graph Neural Networks},
journal = {CoRR},
volume = {abs/2202.10720},
year = {2022},
url = {https://arxiv.org/abs/2202.10720},
eprinttype = {arXiv},
eprint = {2202.10720},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00436,
author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Denis Renaud and
Bechara al Bouna and
Xiaokui Xiao},
title = {Differentially Private Multivariate Time Series Forecasting of Aggregated
Human Mobility With Deep Learning: Input or Gradient Perturbation?},
journal = {CoRR},
volume = {abs/2205.00436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00436},
doi = {10.48550/ARXIV.2205.00436},
eprinttype = {arXiv},
eprint = {2205.00436},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02406,
author = {Juncheng Liu and
Zequn Sun and
Bryan Hooi and
Yiwei Wang and
Dayiheng Liu and
Baosong Yang and
Xiaokui Xiao and
Muhao Chen},
title = {Dangling-Aware Entity Alignment with Mixed High-Order Proximities},
journal = {CoRR},
volume = {abs/2205.02406},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02406},
doi = {10.48550/ARXIV.2205.02406},
eprinttype = {arXiv},
eprint = {2205.02406},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03520,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Anima Anandkumar},
title = {Finite-Time Regret of Thompson Sampling Algorithms for Exponential
Family Multi-Armed Bandits},
journal = {CoRR},
volume = {abs/2206.03520},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03520},
doi = {10.48550/ARXIV.2206.03520},
eprinttype = {arXiv},
eprint = {2206.03520},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10326,
author = {Beng Chin Ooi and
Kian{-}Lee Tan and
Anthony K. H. Tung and
Gang Chen and
Mike Zheng Shou and
Xiaokui Xiao and
Meihui Zhang},
title = {Sense The Physical, Walkthrough The Virtual, Manage The Metaverse:
{A} Data-centric Perspective},
journal = {CoRR},
volume = {abs/2206.10326},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10326},
doi = {10.48550/ARXIV.2206.10326},
eprinttype = {arXiv},
eprint = {2206.10326},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00944,
author = {Cong Yue and
Tien Tuan Anh Dinh and
Zhongle Xie and
Meihui Zhang and
Gang Chen and
Beng Chin Ooi and
Xiaokui Xiao},
title = {GlassDB: Practical Verifiable Ledger Database Through Transparency},
journal = {CoRR},
volume = {abs/2207.00944},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00944},
doi = {10.48550/ARXIV.2207.00944},
eprinttype = {arXiv},
eprint = {2207.00944},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09176,
author = {Shiqi Zhang and
Jiachen Sun and
Wenqing Lin and
Xiaokui Xiao and
Bo Tang},
title = {Measuring Friendship Closeness: {A} Perspective of Social Identity
Theory},
journal = {CoRR},
volume = {abs/2208.09176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09176},
doi = {10.48550/ARXIV.2208.09176},
eprinttype = {arXiv},
eprint = {2208.09176},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08353,
author = {Juncheng Liu and
Bryan Hooi and
Kenji Kawaguchi and
Xiaokui Xiao},
title = {{MGNNI:} Multiscale Graph Neural Networks with Implicit Layers},
journal = {CoRR},
volume = {abs/2210.08353},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08353},
doi = {10.48550/ARXIV.2210.08353},
eprinttype = {arXiv},
eprint = {2210.08353},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09634,
author = {Jianxin Wei and
Ergute Bao and
Xiaokui Xiao and
Yin Yang},
title = {{DPIS:} An Enhanced Mechanism for Differentially Private {SGD} with
Importance Sampling},
journal = {CoRR},
volume = {abs/2210.09634},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09634},
doi = {10.48550/ARXIV.2210.09634},
eprinttype = {arXiv},
eprint = {2210.09634},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04371,
author = {Ergute Bao and
Yizheng Zhu and
Xiaokui Xiao and
Yin Yang and
Beng Chin Ooi and
Benjamin Hong Meng Tan and
Khin Mi Mi Aung},
title = {Skellam Mixture Mechanism: a Novel Approach to Federated Learning
with Differential Privacy},
journal = {CoRR},
volume = {abs/2212.04371},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04371},
doi = {10.48550/ARXIV.2212.04371},
eprinttype = {arXiv},
eprint = {2212.04371},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/BaoXZZD21,
author = {Ergute Bao and
Xiaokui Xiao and
Jun Zhao and
Dongping Zhang and
Bolin Ding},
title = {Synthetic Data Generation with Differential Privacy via Bayesian Networks},
journal = {J. Priv. Confidentiality},
volume = {11},
number = {3},
year = {2021},
url = {https://doi.org/10.29012/jpc.776},
doi = {10.29012/JPC.776},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpc/BaoXZZD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/SunX0HL021,
author = {Yahui Sun and
Xiaokui Xiao and
Bin Cui and
Saman K. Halgamuge and
Theodoros Lappas and
Jun Luo},
title = {Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {7},
pages = {1137--1149},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p1137-sun.pdf},
doi = {10.14778/3450980.3450982},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/SunX0HL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/JinYYSHX21,
author = {Tianyuan Jin and
Yu Yang and
Renchi Yang and
Jieming Shi and
Keke Huang and
Xiaokui Xiao},
title = {Unconstrained Submodular Maximization with Modular Costs: Tight Approximation
and Application to Profit Maximization},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {10},
pages = {1756--1768},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p1756-jin.pdf},
doi = {10.14778/3467861.3467866},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/JinYYSHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CaiLWX21,
author = {Kuntai Cai and
Xiaoyu Lei and
Jianxin Wei and
Xiaokui Xiao},
title = {Data Synthesis via Differentially Private Markov Random Field},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {11},
pages = {2190--2202},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2190-cai.pdf},
doi = {10.14778/3476249.3476272},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CaiLWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BaoYXD21,
author = {Ergute Bao and
Yin Yang and
Xiaokui Xiao and
Bolin Ding},
title = {{CGM:} An Enhanced Mechanism for Streaming Data Collectionwith Local
Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {11},
pages = {2258--2270},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2258-bao.pdf},
doi = {10.14778/3476249.3476277},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/BaoYXD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenSX21,
author = {Zhe Chen and
Aixin Sun and
Xiaokui Xiao},
title = {Incremental Community Detection on Large Complex Attributed Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {109:1--109:20},
year = {2021},
url = {https://doi.org/10.1145/3451216},
doi = {10.1145/3451216},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Rong{-}Hua Li and
Qiangqiang Dai and
Lu Qin and
Guoren Wang and
Xiaokui Xiao and
Jeffrey Xu Yu and
Shaojie Qiao},
title = {Signed Clique Search in Signed Networks: Concepts and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {2},
pages = {710--727},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2904569},
doi = {10.1109/TKDE.2019.2904569},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiDQWXYQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Bo Han and
Ivor W. Tsang and
Xiaokui Xiao and
Ling Chen and
Sai{-}Fu Fung and
Celina Ping Yu},
title = {Privacy-Preserving Stochastic Gradual Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {8},
pages = {3129--3140},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2963977},
doi = {10.1109/TKDE.2020.2963977},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HanTXCFY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cikm/ArcoleziCBX21,
author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Bechara al Bouna and
Xiaokui Xiao},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Random Sampling Plus Fake Data: Multidimensional Frequency Estimates
With Local Differential Privacy},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {47--57},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482467},
doi = {10.1145/3459637.3482467},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ArcoleziCBX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Jin0XG21,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Quanquan Gu},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Double Explore-then-Commit: Asymptotic Optimality and Beyond},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {2584--2633},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/jin21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/Jin0XG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iccv/ZhaoZXL21,
author = {Xuejun Zhao and
Wencan Zhang and
Xiaokui Xiao and
Brian Y. Lim},
title = {Exploiting Explanations for Model Inversion Attacks},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {662--672},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00072},
doi = {10.1109/ICCV48922.2021.00072},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhaoZXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LuoWXO21,
author = {Xinjian Luo and
Yuncheng Wu and
Xiaokui Xiao and
Beng Chin Ooi},
title = {Feature Inference Attack on Model Predictions in Vertical Federated
Learning},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {181--192},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00023},
doi = {10.1109/ICDE51399.2021.00023},
timestamp = {Fri, 25 Jun 2021 11:30:58 +0200},
biburl = {https://dblp.org/rec/conf/icde/LuoWXO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinH0X21,
author = {Tianyuan Jin and
Keke Huang and
Jing Tang and
Xiaokui Xiao},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Streaming Algorithms for Multi-Armed Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5045--5054},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinH0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinT0HXG21,
author = {Tianyuan Jin and
Jing Tang and
Pan Xu and
Keke Huang and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5065--5073},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinT0HXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jin0SXG21,
author = {Tianyuan Jin and
Pan Xu and
Jieming Shi and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {{MOTS:} Minimax Optimal Thompson Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5074--5083},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21d.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jin0SXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/LiuKHWX21,
author = {Juncheng Liu and
Kenji Kawaguchi and
Bryan Hooi and
Yiwei Wang and
Xiaokui Xiao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{EIGNN:} Efficient Infinite-Depth Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18762--18773},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9bd5ee6fe55aaeb673025dbcb8f939c1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuKHWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/wise/YangX21,
author = {Renchi Yang and
Xiaokui Xiao},
editor = {Wenjie Zhang and
Lei Zou and
Zakaria Maamar and
Lu Chen},
title = {Fast Approximate All Pairwise CoSimRanks via Random Projection},
booktitle = {Web Information Systems Engineering - {WISE} 2021 - 22nd International
Conference on Web Information Systems Engineering, {WISE} 2021, Melbourne,
VIC, Australia, October 26-29, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13080},
pages = {438--452},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90888-1\_34},
doi = {10.1007/978-3-030-90888-1\_34},
timestamp = {Tue, 07 Mar 2023 08:43:07 +0100},
biburl = {https://dblp.org/rec/conf/wise/YangX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangS0HZX21,
author = {Renchi Yang and
Jieming Shi and
Yin Yang and
Keke Huang and
Shiqi Zhang and
Xiaokui Xiao},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Effective and Scalable Clustering on Massive Attributed Graphs},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3675--3687},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449875},
doi = {10.1145/3442381.3449875},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YangS0HZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Renchi Yang and
Jieming Shi and
Yin Yang and
Keke Huang and
Shiqi Zhang and
Xiaokui Xiao},
title = {Effective and Scalable Clustering on Massive Attributed Graphs},
journal = {CoRR},
volume = {abs/2102.03826},
year = {2021},
url = {https://arxiv.org/abs/2102.03826},
eprinttype = {arXiv},
eprint = {2102.03826},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xuejun Zhao and
Wencan Zhang and
Xiaokui Xiao and
Brian Y. Lim},
title = {Exploiting Explanations for Model Inversion Attacks},
journal = {CoRR},
volume = {abs/2104.12669},
year = {2021},
url = {https://arxiv.org/abs/2104.12669},
eprinttype = {arXiv},
eprint = {2104.12669},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xinjian Luo and
Xiaokui Xiao and
Yuncheng Wu and
Juncheng Liu and
Beng Chin Ooi},
title = {A Fusion-Denoising Attack on InstaHide with Data Augmentation},
journal = {CoRR},
volume = {abs/2105.07754},
year = {2021},
url = {https://arxiv.org/abs/2105.07754},
eprinttype = {arXiv},
eprint = {2105.07754},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Bechara al Bouna and
Xiaokui Xiao},
title = {Random Sampling Plus Fake Data: Multidimensional Frequency Estimates
With Local Differential Privacy},
journal = {CoRR},
volume = {abs/2109.07269},
year = {2021},
url = {https://arxiv.org/abs/2109.07269},
eprinttype = {arXiv},
eprint = {2109.07269},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Bechara al Bouna and
Xiaokui Xiao},
title = {Improving the Utility of Locally Differentially Private Protocols
for Longitudinal and Multidimensional Frequency Estimates},
journal = {CoRR},
volume = {abs/2111.04636},
year = {2021},
url = {https://arxiv.org/abs/2111.04636},
eprinttype = {arXiv},
eprint = {2111.04636},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Shiqi Zhang and
Renchi Yang and
Xiaokui Xiao and
Xiao Yan and
Bo Tang},
title = {PPRviz: Effective and Efficient Graph Visualization based on Personalized
PageRank},
journal = {CoRR},
volume = {abs/2112.14944},
year = {2021},
url = {https://arxiv.org/abs/2112.14944},
eprinttype = {arXiv},
eprint = {2112.14944},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Selene Cerna and
Christophe Guyeux and
Guillaume Royer and
Bechara al Bouna and
Xiaokui Xiao},
title = {Forecasting the number of firefighter interventions per region with
local-differential-privacy-based data},
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pages = {101888},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101888},
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timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ArcoleziCCGRBX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yahui Sun and
Jun Luo and
Theodoros Lappas and
Xiaokui Xiao and
Bin Cui},
title = {Hunting multiple bumps in graphs},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {5},
pages = {656--669},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p656-sun.pdf},
doi = {10.14778/3377369.3377375},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/SunLLXC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Yin Yang and
Sourav S. Bhowmick},
title = {Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized
PageRank},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {5},
pages = {670--683},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p670-yang.pdf},
doi = {10.14778/3377369.3377376},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangSXYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jieming Shi and
Tianyuan Jin and
Renchi Yang and
Xiaokui Xiao and
Yin Yang},
title = {Realtime Index-Free Single Source SimRank Processing on Web-Scale
Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {7},
pages = {966--978},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p966-shi.pdf},
doi = {10.14778/3384345.3384347},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ShiJYXY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yuncheng Wu and
Shaofeng Cai and
Xiaokui Xiao and
Gang Chen and
Beng Chin Ooi},
title = {Privacy Preserving Vertical Federated Learning for Tree-based Models},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {11},
pages = {2090--2103},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p2090-wu.pdf},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuCXCO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Yin Yang and
Juncheng Liu and
Sourav S. Bhowmick},
title = {Scaling Attributed Network Embedding to Massive Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {1},
pages = {37--49},
year = {2020},
url = {http://www.vldb.org/pvldb/vol14/p37-yang.pdf},
doi = {10.14778/3421424.3421430},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangSX0LB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine},
journal = {{IEEE} Trans. Big Data},
volume = {6},
number = {4},
pages = {816--829},
year = {2020},
url = {https://doi.org/10.1109/TBDATA.2019.2908384},
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timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/SunWDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Dumitrel Loghin and
Shaofeng Cai and
Gang Chen and
Tien Tuan Anh Dinh and
Feiyi Fan and
Qian Lin and
Janice Ng and
Beng Chin Ooi and
Xutao Sun and
Quang{-}Trung Ta and
Wei Wang and
Xiaokui Xiao and
Yang Yang and
Meihui Zhang and
Zhonghua Zhang},
title = {The Disruptions of 5G on Data-Driven Technologies and Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {6},
pages = {1179--1198},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2020.2967670},
doi = {10.1109/TKDE.2020.2967670},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LoghinCCDFLNOST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Siqiang Luo and
Reynold Cheng and
Ben Kao and
Xiaokui Xiao and
Shuigeng Zhou and
Jiafeng Hu},
title = {{ROAM:} {A} Fundamental Routing Query on Road Networks with Efficiency},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {8},
pages = {1595--1609},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2906188},
doi = {10.1109/TKDE.2019.2906188},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuoCKXZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Siqiang Luo and
Xiaokui Xiao and
Wenqing Lin and
Ben Kao},
title = {{BATON:} Batch One-Hop Personalized PageRanks with Efficiency and
Accuracy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {10},
pages = {1897--1908},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2912606},
doi = {10.1109/TKDE.2019.2912606},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuoXLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Kai Han and
Yuntian He and
Keke Huang and
Xiaokui Xiao and
Shaojie Tang and
Jingxin Xu and
Liusheng Huang},
title = {Best Bang for the Buck: Cost-Effective Seed Selection for Online Social
Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {12},
pages = {2297--2309},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2922271},
doi = {10.1109/TKDE.2019.2922271},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HanHHXTXH20.bib},
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author = {Chaohui Wang and
Miao Xie and
Sourav S. Bhowmick and
Byron Choi and
Xiaokui Xiao and
Shuigeng Zhou},
title = {{FERRARI:} an efficient framework for visual exploratory subgraph
search in graph databases},
journal = {{VLDB} J.},
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number = {5},
pages = {973--998},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00601-0},
doi = {10.1007/S00778-020-00601-0},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/WangXBCXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/HuangTHXCSTL20,
author = {Keke Huang and
Jing Tang and
Kai Han and
Xiaokui Xiao and
Wei Chen and
Aixin Sun and
Xueyan Tang and
Andrew Lim},
title = {Efficient approximation algorithms for adaptive influence maximization},
journal = {{VLDB} J.},
volume = {29},
number = {6},
pages = {1385--1406},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00615-8},
doi = {10.1007/S00778-020-00615-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/HuangTHXCSTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LiQYWYXXZ20,
author = {Rong{-}Hua Li and
Lu Qin and
Fanghua Ye and
Guoren Wang and
Jeffrey Xu Yu and
Xiaokui Xiao and
Nong Xiao and
Zibin Zheng},
title = {Finding skyline communities in multi-valued networks},
journal = {{VLDB} J.},
volume = {29},
number = {6},
pages = {1407--1432},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00618-5},
doi = {10.1007/S00778-020-00618-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LiQYWYXXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Huang0XSL20,
author = {Keke Huang and
Jing Tang and
Xiaokui Xiao and
Aixin Sun and
Andrew Lim},
title = {Efficient Approximation Algorithms for Adaptive Target Profit Maximization},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {649--660},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00062},
doi = {10.1109/ICDE48307.2020.00062},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Huang0XSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Ye0A0X20,
author = {Qingqing Ye and
Haibo Hu and
Man Ho Au and
Xiaofeng Meng and
Xiaokui Xiao},
title = {Towards Locally Differentially Private Generic Graph Metric Estimation},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1922--1925},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00204},
doi = {10.1109/ICDE48307.2020.00204},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/Ye0A0X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/ArcoleziCBCBX20,
author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Oumaya Baala and
Jean{-}Michel Contet and
Bechara al Bouna and
Xiaokui Xiao},
title = {Mobility modeling through mobile data: generating an optimized and
open dataset respecting privacy},
booktitle = {16th International Wireless Communications and Mobile Computing Conference,
{IWCMC} 2020, Limassol, Cyprus, June 15-19, 2020},
pages = {1689--1694},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IWCMC48107.2020.9148138},
doi = {10.1109/IWCMC48107.2020.9148138},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwcmc/ArcoleziCBCBX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/primelife/ArcoleziCBX20,
author = {H{\'{e}}ber Hwang Arcolezi and
Jean{-}Fran{\c{c}}ois Couchot and
Bechara al Bouna and
Xiaokui Xiao},
editor = {Michael Friedewald and
Stefan Schiffner and
Stephan Krenn},
title = {Longitudinal Collection and Analysis of Mobile Phone Data with Local
Differential Privacy},
booktitle = {Privacy and Identity Management: 15th {IFIP} {WG} 9.2, 9.6/11.7, 11.6/SIG
9.2.2 International Summer School, Maribor, Slovenia, September 21-23,
2020, Revised Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {619},
pages = {40--57},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72465-8\_3},
doi = {10.1007/978-3-030-72465-8\_3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/primelife/ArcoleziCBX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YueXZCOWX20,
author = {Cong Yue and
Zhongle Xie and
Meihui Zhang and
Gang Chen and
Beng Chin Ooi and
Sheng Wang and
Xiaokui Xiao},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Analysis of Indexing Structures for Immutable Data},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {925--935},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389773},
doi = {10.1145/3318464.3389773},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/YueXZCOWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GuoL0HXT20,
author = {Wentian Guo and
Yuchen Li and
Mo Sha and
Bingsheng He and
Xiaokui Xiao and
Kian{-}Lee Tan},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {GPU-Accelerated Subgraph Enumeration on Partitioned Graphs},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1067--1082},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389699},
doi = {10.1145/3318464.3389699},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/GuoL0HXT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TanBCX20,
author = {Sean Tan and
Sourav S. Bhowmick and
Huey{-}Eng Chua and
Xiaokui Xiao},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{LATTE:} Visual Construction of Smart Contracts},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2713--2716},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3384687},
doi = {10.1145/3318464.3384687},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TanBCX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08082,
author = {Jieming Shi and
Tianyuan Jin and
Renchi Yang and
Xiaokui Xiao and
Yin Yang},
title = {Realtime Index-Free Single Source SimRank Processing on Web-Scale
Graphs},
journal = {CoRR},
volume = {abs/2002.08082},
year = {2020},
url = {https://arxiv.org/abs/2002.08082},
eprinttype = {arXiv},
eprint = {2002.08082},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09174,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Quanquan Gu},
title = {Double Explore-then-Commit: Asymptotic Optimality and Beyond},
journal = {CoRR},
volume = {abs/2002.09174},
year = {2020},
url = {https://arxiv.org/abs/2002.09174},
eprinttype = {arXiv},
eprint = {2002.09174},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01803,
author = {Tianyuan Jin and
Pan Xu and
Jieming Shi and
Xiaokui Xiao and
Quanquan Gu},
title = {{MOTS:} Minimax Optimal Thompson Sampling},
journal = {CoRR},
volume = {abs/2003.01803},
year = {2020},
url = {https://arxiv.org/abs/2003.01803},
eprinttype = {arXiv},
eprint = {2003.01803},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02090,
author = {Cong Yue and
Zhongle Xie and
Meihui Zhang and
Gang Chen and
Beng Chin Ooi and
Sheng Wang and
Xiaokui Xiao},
title = {Analysis of Indexing Structures for Immutable Data},
journal = {CoRR},
volume = {abs/2003.02090},
year = {2020},
url = {https://arxiv.org/abs/2003.02090},
eprinttype = {arXiv},
eprint = {2003.02090},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06469,
author = {Keke Huang and
Jing Tang and
Kai Han and
Xiaokui Xiao and
Wei Chen and
Aixin Sun and
Xueyan Tang and
Andrew Lim},
title = {Efficient Approximation Algorithms for Adaptive Influence Maximization},
journal = {CoRR},
volume = {abs/2004.06469},
year = {2020},
url = {https://arxiv.org/abs/2004.06469},
eprinttype = {arXiv},
eprint = {2004.06469},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06170,
author = {Yuncheng Wu and
Shaofeng Cai and
Xiaokui Xiao and
Gang Chen and
Beng Chin Ooi},
title = {Privacy Preserving Vertical Federated Learning for Tree-based Models},
journal = {CoRR},
volume = {abs/2008.06170},
year = {2020},
url = {https://arxiv.org/abs/2008.06170},
eprinttype = {arXiv},
eprint = {2008.06170},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00826,
author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Yin Yang and
Juncheng Liu and
Sourav S. Bhowmick},
title = {Scaling Attributed Network Embedding to Massive Graphs},
journal = {CoRR},
volume = {abs/2009.00826},
year = {2020},
url = {https://arxiv.org/abs/2009.00826},
eprinttype = {arXiv},
eprint = {2009.00826},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10152,
author = {Xinjian Luo and
Yuncheng Wu and
Xiaokui Xiao and
Beng Chin Ooi},
title = {Feature Inference Attack on Model Predictions in Vertical Federated
Learning},
journal = {CoRR},
volume = {abs/2010.10152},
year = {2020},
url = {https://arxiv.org/abs/2010.10152},
eprinttype = {arXiv},
eprint = {2010.10152},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07065,
author = {Juncheng Liu and
Yiwei Wang and
Bryan Hooi and
Renchi Yang and
Xiaokui Xiao},
title = {Active Learning for Node Classification: The Additional Learning Ability
from Unlabelled Nodes},
journal = {CoRR},
volume = {abs/2012.07065},
year = {2020},
url = {https://arxiv.org/abs/2012.07065},
eprinttype = {arXiv},
eprint = {2012.07065},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanYPTXYS19,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: a hint-guided approach for crowdsourcing},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {831--858},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5766-5},
doi = {10.1007/S10994-018-5766-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanYPTXYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HanGXTHCH19,
author = {Kai Han and
Fei Gui and
Xiaokui Xiao and
Jing Tang and
Yuntian He and
Zongmai Cao and
He Huang},
title = {Efficient and Effective Algorithms for Clustering Uncertain Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {6},
pages = {667--680},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p667-han.pdf},
doi = {10.14778/3311880.3311884},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HanGXTHCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ShiYJXY19,
author = {Jieming Shi and
Renchi Yang and
Tianyuan Jin and
Xiaokui Xiao and
Yin Yang},
title = {Realtime Top-k Personalized PageRank over Large Graphs on GPUs},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {1},
pages = {15--28},
year = {2019},
url = {http://www.vldb.org/pvldb/vol13/p15-shi.pdf},
doi = {10.14778/3357377.3357379},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ShiYJXY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanHXTGXL19,
author = {Kai Han and
Yuntian He and
Xiaokui Xiao and
Shaojie Tang and
Fei Gui and
Chaoting Xu and
Jun Luo},
title = {Organizing an Influential Social Event Under a Budget Constraint},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {12},
pages = {2379--2392},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2875914},
doi = {10.1109/TKDE.2018.2875914},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HanHXTGXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/0001YWXWLY019,
author = {Sibo Wang and
Renchi Yang and
Runhui Wang and
Xiaokui Xiao and
Zhewei Wei and
Wenqing Lin and
Yin Yang and
Nan Tang},
title = {Efficient Algorithms for Approximate Single-Source Personalized PageRank
Queries},
journal = {{ACM} Trans. Database Syst.},
volume = {44},
number = {4},
pages = {18:1--18:37},
year = {2019},
url = {https://doi.org/10.1145/3360902},
doi = {10.1145/3360902},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/0001YWXWLY019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SunXKYQWY19,
author = {Haipei Sun and
Xiaokui Xiao and
Issa Khalil and
Yin Yang and
Zhan Qin and
Wendy Hui Wang and
Ting Yu},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {Analyzing Subgraph Statistics from Extended Local Views with Decentralized
Differential Privacy},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {703--717},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3354253},
doi = {10.1145/3319535.3354253},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SunXKYQWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LinWXLB19,
author = {Xi Lin and
Yequan Wang and
Xiaokui Xiao and
Zengxiang Li and
Sourav S. Bhowmick},
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 = {Path Travel Time Estimation using Attribute-related Hybrid Trajectories
Network},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1973--1982},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357927},
doi = {10.1145/3357384.3357927},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LinWXLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangXYZHSS019,
author = {Ning Wang and
Xiaokui Xiao and
Yin Yang and
Jun Zhao and
Siu Cheung Hui and
Hyejin Shin and
Junbum Shin and
Ge Yu},
title = {Collecting and Analyzing Multidimensional Data with Local Differential
Privacy},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {638--649},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00063},
doi = {10.1109/ICDE.2019.00063},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/WangXYZHSS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LuoXLK19,
author = {Siqiang Luo and
Xiaokui Xiao and
Wenqing Lin and
Ben Kao},
title = {Efficient Batch One-Hop Personalized PageRanks},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1562--1565},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00142},
doi = {10.1109/ICDE.2019.00142},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LuoXLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangXBCXZ19,
author = {Chaohui Wang and
Miao Xie and
Sourav S. Bhowmick and
Byron Choi and
Xiaokui Xiao and
Shuigeng Zhou},
title = {An Indexing Framework for Efficient Visual Exploratory Subgraph Search
in Graph Databases},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1666--1669},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00168},
doi = {10.1109/ICDE.2019.00168},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/WangXBCXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZheSX19,
author = {Chen Zhe and
Aixin Sun and
Xiaokui Xiao},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Community Detection on Large Complex Attribute Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2041--2049},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330721},
doi = {10.1145/3292500.3330721},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZheSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/JinSXC19,
author = {Tianyuan Jin and
Jieming Shi and
Xiaokui Xiao and
Enhong Chen},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficient Pure Exploration in Adaptive Round model},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6605--6614},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0d441de75945e5acbc865406fc9a2559-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JinSXC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WeiHX0LDW19,
author = {Zhewei Wei and
Xiaodong He and
Xiaokui Xiao and
Sibo Wang and
Yu Liu and
Xiaoyong Du and
Ji{-}Rong Wen},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1042--1059},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3319873},
doi = {10.1145/3299869.3319873},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WeiHX0LDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TangHXLTSL19,
author = {Jing Tang and
Keke Huang and
Xiaokui Xiao and
Laks V. S. Lakshmanan and
Xueyan Tang and
Aixin Sun and
Andrew Lim},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Efficient Approximation Algorithms for Adaptive Seed Minimization},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1096--1113},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3319881},
doi = {10.1145/3299869.3319881},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/TangHXLTSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangXWBZL19,
author = {Renchi Yang and
Xiaokui Xiao and
Zhewei Wei and
Sourav S. Bhowmick and
Jun Zhao and
Rong{-}Hua Li},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Efficient Estimation of Heat Kernel PageRank for Local Clustering},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1339--1356},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3319886},
doi = {10.1145/3299869.3319886},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/YangXWBZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2019,
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161},
doi = {10.1145/3341161},
isbn = {978-1-4503-6868-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02707,
author = {Renchi Yang and
Xiaokui Xiao and
Zhewei Wei and
Sourav S. Bhowmick and
Jun Zhao and
Rong{-}Hua Li},
title = {Efficient Estimation of Heat Kernel PageRank for Local Clustering},
journal = {CoRR},
volume = {abs/1904.02707},
year = {2019},
url = {http://arxiv.org/abs/1904.02707},
eprinttype = {arXiv},
eprint = {1904.02707},
timestamp = {Fri, 01 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02354,
author = {Zhewei Wei and
Xiaodong He and
Xiaokui Xiao and
Sibo Wang and
Yu Liu and
Xiaoyong Du and
Ji{-}Rong Wen},
title = {PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs},
journal = {CoRR},
volume = {abs/1905.02354},
year = {2019},
url = {http://arxiv.org/abs/1905.02354},
eprinttype = {arXiv},
eprint = {1905.02354},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06826,
author = {Renchi Yang and
Jieming Shi and
Xiaokui Xiao and
Sourav S. Bhowmick and
Yin Yang},
title = {Homogeneous Network Embedding for Massive Graphs via Personalized
PageRank},
journal = {CoRR},
volume = {abs/1906.06826},
year = {2019},
url = {http://arxiv.org/abs/1906.06826},
eprinttype = {arXiv},
eprint = {1906.06826},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00782,
author = {Ning Wang and
Xiaokui Xiao and
Yin Yang and
Jun Zhao and
Siu Cheung Hui and
Hyejin Shin and
Junbum Shin and
Ge Yu},
title = {Collecting and Analyzing Multidimensional Data with Local Differential
Privacy},
journal = {CoRR},
volume = {abs/1907.00782},
year = {2019},
url = {http://arxiv.org/abs/1907.00782},
eprinttype = {arXiv},
eprint = {1907.00782},
timestamp = {Fri, 01 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09668,
author = {Jing Tang and
Keke Huang and
Xiaokui Xiao and
Laks V. S. Lakshmanan and
Xueyan Tang and
Aixin Sun and
Andrew Lim},
title = {Efficient Approximation Algorithms for Adaptive Seed Minimization},
journal = {CoRR},
volume = {abs/1907.09668},
year = {2019},
url = {http://arxiv.org/abs/1907.09668},
eprinttype = {arXiv},
eprint = {1907.09668},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10583,
author = {Sibo Wang and
Renchi Yang and
Runhui Wang and
Xiaokui Xiao and
Zhewei Wei and
Wenqing Lin and
Yin Yang and
Nan Tang},
title = {Efficient Algorithms for Approximate Single-Source Personalized PageRank
Queries},
journal = {CoRR},
volume = {abs/1908.10583},
year = {2019},
url = {http://arxiv.org/abs/1908.10583},
eprinttype = {arXiv},
eprint = {1908.10583},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08096,
author = {Dumitrel Loghin and
Shaofeng Cai and
Gang Chen and
Tien Tuan Anh Dinh and
Feiyi Fan and
Qian Lin and
Janice Ng and
Beng Chin Ooi and
Xutao Sun and
Quang{-}Trung Ta and
Wei Wang and
Xiaokui Xiao and
Yang Yang and
Meihui Zhang and
Zhonghua Zhang},
title = {The Disruptions of 5G on Data-driven Technologies and Applications},
journal = {CoRR},
volume = {abs/1909.08096},
year = {2019},
url = {http://arxiv.org/abs/1909.08096},
eprinttype = {arXiv},
eprint = {1909.08096},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13073,
author = {Keke Huang and
Jing Tang and
Xiaokui Xiao and
Aixin Sun and
Andrew Lim},
title = {Efficient Approximation Algorithms for Adaptive Target Profit Maximization},
journal = {CoRR},
volume = {abs/1910.13073},
year = {2019},
url = {http://arxiv.org/abs/1910.13073},
eprinttype = {arXiv},
eprint = {1910.13073},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HanHXTST18,
author = {Kai Han and
Keke Huang and
Xiaokui Xiao and
Jing Tang and
Aixin Sun and
Xueyan Tang},
title = {Efficient Algorithms for Adaptive Influence Maximization},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {9},
pages = {1029--1040},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1029-han.pdf},
doi = {10.14778/3213880.3213883},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HanHXTST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ChenGLXJZ18,
author = {Lu Chen and
Yunjun Gao and
Zixian Liu and
Xiaokui Xiao and
Christian S. Jensen and
Yifan Zhu},
title = {PTRider: {A} Price-and-Time-Aware Ridesharing System},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {1938--1941},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1938-chen.pdf},
doi = {10.14778/3229863.3236229},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ChenGLXJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/BhowmickX18,
author = {Sourav S. Bhowmick and
Xiaokui Xiao},
title = {{DANTE:} Data and Information Management Research at Nanyang Technological
University},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {2},
pages = {67--72},
year = {2018},
url = {https://doi.org/10.1145/3299887.3299900},
doi = {10.1145/3299887.3299900},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/BhowmickX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShinKSX18,
author = {Hyejin Shin and
Sungwook Kim and
Junbum Shin and
Xiaokui Xiao},
title = {Privacy Enhanced Matrix Factorization for Recommendation with Local
Differential Privacy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {9},
pages = {1770--1782},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2805356},
doi = {10.1109/TKDE.2018.2805356},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShinKSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tos/WangWWWCXYXY18,
author = {Chundong Wang and
Qingsong Wei and
Lingkun Wu and
Sibo Wang and
Cheng Chen and
Xiaokui Xiao and
Jun Yang and
Mingdi Xue and
Yechao Yang},
title = {Persisting RB-Tree into {NVM} in a Consistency Perspective},
journal = {{ACM} Trans. Storage},
volume = {14},
number = {1},
pages = {6:1--6:27},
year = {2018},
url = {https://doi.org/10.1145/3177915},
doi = {10.1145/3177915},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tos/WangWWWCXYXY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LinLWWX18,
author = {Chunbin Lin and
Jiaheng Lu and
Zhewei Wei and
Jianguo Wang and
Xiaokui Xiao},
title = {Optimal algorithms for selecting top-k combinations of attributes:
theory and applications},
journal = {{VLDB} J.},
volume = {27},
number = {1},
pages = {27--52},
year = {2018},
url = {https://doi.org/10.1007/s00778-017-0485-2},
doi = {10.1007/S00778-017-0485-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LinLWWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/SunCXYZQ18,
author = {Haiqi Sun and
Reynold Cheng and
Xiaokui Xiao and
Jing Yan and
Yudian Zheng and
Yuqiu Qian},
editor = {Jian Pei and
Yannis Manolopoulos and
Shazia W. Sadiq and
Jianxin Li},
title = {Maximizing Social Influence for the Awareness Threshold Model},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
{DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10827},
pages = {491--510},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91452-7\_32},
doi = {10.1007/978-3-319-91452-7\_32},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/SunCXYZQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiDQWXYQ18,
author = {Rong{-}Hua Li and
Qiangqiang Dai and
Lu Qin and
Guoren Wang and
Xiaokui Xiao and
Jeffrey Xu Yu and
Shaojie Qiao},
title = {Efficient Signed Clique Search in Signed Networks},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {245--256},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00031},
doi = {10.1109/ICDE.2018.00031},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiDQWXYQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangXYHSS018,
author = {Ning Wang and
Xiaokui Xiao and
Yin Yang and
Ta Duy Hoang and
Hyejin Shin and
Junbum Shin and
Ge Yu},
title = {PrivTrie: Effective Frequent Term Discovery under Local Differential
Privacy},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {821--832},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00079},
doi = {10.1109/ICDE.2018.00079},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WangXYHSS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HanHXTGXL18,
author = {Kai Han and
Yuntian He and
Xiaokui Xiao and
Shaojie Tang and
Fei Gui and
Chaoting Xu and
Jun Luo},
title = {Budget-Constrained Organization of Influential Social Events},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {917--928},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00087},
doi = {10.1109/ICDE.2018.00087},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HanHXTGXL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenZXGJJ18,
author = {Lu Chen and
Qilu Zhong and
Xiaokui Xiao and
Yunjun Gao and
Pengfei Jin and
Christian S. Jensen},
title = {Price-and-Time-Aware Dynamic Ridesharing},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1061--1072},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00099},
doi = {10.1109/ICDE.2018.00099},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChenZXGJJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isc2/LinXL18,
author = {Xi Lin and
Xiaokui Xiao and
Zengxiang Li},
title = {A Scalable Approach to Inferring Travel Time in Singapore's Metro
Network using Smart Card Data},
booktitle = {{IEEE} International Smart Cities Conference, {ISC2} 2018, Kansas
City, MO, USA, September 16-19, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISC2.2018.8656881},
doi = {10.1109/ISC2.2018.8656881},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isc2/LinXL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WeiHX0SW18,
author = {Zhewei Wei and
Xiaodong He and
Xiaokui Xiao and
Sibo Wang and
Shuo Shang and
Ji{-}Rong Wen},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees
on Large Graphs},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {441--456},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3196920},
doi = {10.1145/3183713.3196920},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WeiHX0SW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiQYYXXZ18,
author = {Rong{-}Hua Li and
Lu Qin and
Fanghua Ye and
Jeffrey Xu Yu and
Xiaokui Xiao and
Nong Xiao and
Zibin Zheng},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {Skyline Community Search in Multi-valued Networks},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {457--472},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3183736},
doi = {10.1145/3183713.3183736},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiQYYXXZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TangTXY18,
author = {Jing Tang and
Xueyan Tang and
Xiaokui Xiao and
Junsong Yuan},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {Online Processing Algorithms for Influence Maximization},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {991--1005},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3183749},
doi = {10.1145/3183713.3183749},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TangTXY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AslayLLX18,
author = {{\c{C}}igdem Aslay and
Laks V. S. Lakshmanan and
Wei Lu and
Xiaokui Xiao},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Influence Maximization in Online Social Networks},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {775--776},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3162007},
doi = {10.1145/3159652.3162007},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AslayLLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09172,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: {A} Hint-guided Approach for Crowdsourcing},
journal = {CoRR},
volume = {abs/1802.09172},
year = {2018},
url = {http://arxiv.org/abs/1802.09172},
eprinttype = {arXiv},
eprint = {1802.09172},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00383,
author = {Bo Han and
Ivor W. Tsang and
Xiaokui Xiao and
Ling Chen and
Sai{-}Fu Fung and
Celina Ping Yu},
title = {Privacy-preserving Stochastic Gradual Learning},
journal = {CoRR},
volume = {abs/1810.00383},
year = {2018},
url = {http://arxiv.org/abs/1810.00383},
eprinttype = {arXiv},
eprint = {1810.00383},
timestamp = {Wed, 22 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04334,
author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine},
journal = {CoRR},
volume = {abs/1810.04334},
year = {2018},
url = {http://arxiv.org/abs/1810.04334},
eprinttype = {arXiv},
eprint = {1810.04334},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/XuCXFM17,
author = {Zhiqiang Xu and
James Cheng and
Xiaokui Xiao and
Ryohei Fujimaki and
Yusuke Muraoka},
title = {Efficient nonparametric and asymptotic Bayesian model selection methods
for attributed graph clustering},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {1},
pages = {239--268},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1030-8},
doi = {10.1007/S10115-017-1030-8},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/XuCXFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HuangWBXL17,
author = {Keke Huang and
Sibo Wang and
Glenn S. Bevilacqua and
Xiaokui Xiao and
Laks V. S. Lakshmanan},
title = {Revisiting the Stop-and-Stare Algorithms for Influence Maximization},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {9},
pages = {913--924},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p913-Huang.pdf},
doi = {10.14778/3099622.3099623},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HuangWBXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuZHWXZL17,
author = {Yu Liu and
Bolong Zheng and
Xiaodong He and
Zhewei Wei and
Xiaokui Xiao and
Kai Zheng and
Jiaheng Lu},
title = {ProbeSim: Scalable Single-Source and Top-k SimRank Computations on
Dynamic Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {1},
pages = {14--26},
year = {2017},
url = {http://www.vldb.org/pvldb/vol11/p14-liu.pdf},
doi = {10.14778/3151113.3151115},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuZHWXZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LinXXL17,
author = {Wenqing Lin and
Xiaokui Xiao and
Xing Xie and
Xiaoli Li},
title = {Network Motif Discovery: {A} {GPU} Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {3},
pages = {513--528},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2016.2566618},
doi = {10.1109/TKDE.2016.2566618},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LinXXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ZhangCPSX17,
author = {Jun Zhang and
Graham Cormode and
Cecilia M. Procopiuc and
Divesh Srivastava and
Xiaokui Xiao},
title = {PrivBayes: Private Data Release via Bayesian Networks},
journal = {{ACM} Trans. Database Syst.},
volume = {42},
number = {4},
pages = {25:1--25:41},
year = {2017},
url = {https://doi.org/10.1145/3134428},
doi = {10.1145/3134428},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/ZhangCPSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangPDX17,
author = {Wenya Wang and
Sinno Jialin Pan and
Daniel Dahlmeier and
Xiaokui Xiao},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion
Terms},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3316--3322},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10974},
doi = {10.1609/AAAI.V31I1.10974},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangPDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/QinYYKX017,
author = {Zhan Qin and
Ting Yu and
Yin Yang and
Issa Khalil and
Xiaokui Xiao and
Kui Ren},
editor = {Bhavani Thuraisingham and
David Evans and
Tal Malkin and
Dongyan Xu},
title = {Generating Synthetic Decentralized Social Graphs with Local Differential
Privacy},
booktitle = {Proceedings of the 2017 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2017, Dallas, TX, USA, October 30 -
November 03, 2017},
pages = {425--438},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3133956.3134086},
doi = {10.1145/3133956.3134086},
timestamp = {Wed, 29 Jun 2022 15:37:41 +0200},
biburl = {https://dblp.org/rec/conf/ccs/QinYYKX017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/SunWDX17,
author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphH: High Performance Big Graph Analytics in Small Clusters},
booktitle = {2017 {IEEE} International Conference on Cluster Computing, {CLUSTER}
2017, Honolulu, HI, USA, September 5-8, 2017},
pages = {256--266},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CLUSTER.2017.51},
doi = {10.1109/CLUSTER.2017.51},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cluster/SunWDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangXYZGY17,
author = {Ning Wang and
Xiaokui Xiao and
Yin Yang and
Zhenjie Zhang and
Yu Gu and
Ge Yu},
title = {PrivSuper: {A} Superset-First Approach to Frequent Itemset Mining
under Differential Privacy},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {809--820},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.131},
doi = {10.1109/ICDE.2017.131},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WangXYZGY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/SunWDX17,
author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphMP: An Efficient Semi-External-Memory Big Graph Processing System
on a Single Machine},
booktitle = {23rd {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2017, Shenzhen, China, December 15-17, 2017},
pages = {276--283},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICPADS.2017.00045},
doi = {10.1109/ICPADS.2017.00045},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpads/SunWDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001YXWY17,
author = {Sibo Wang and
Renchi Yang and
Xiaokui Xiao and
Zhewei Wei and
Yin Yang},
title = {{FORA:} Simple and Effective Approximate Single-Source Personalized
PageRank},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {505--514},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098072},
doi = {10.1145/3097983.3098072},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001YXWY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adc/2017,
editor = {Zi Huang and
Xiaokui Xiao and
Xin Cao},
title = {Databases Theory and Applications - 28th Australasian Database Conference,
{ADC} 2017, Brisbane, QLD, Australia, September 25-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10538},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68155-9},
doi = {10.1007/978-3-319-68155-9},
isbn = {978-3-319-68154-2},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adc/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/Xiao17,
author = {Xiaokui Xiao},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Optimal Location Queries on Road Networks},
booktitle = {Encyclopedia of {GIS}},
pages = {1498--1505},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1517},
doi = {10.1007/978-3-319-17885-1\_1517},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/Xiao17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuX0HL17,
author = {Wei Lu and
Xiaokui Xiao and
Amit Goyal and
Keke Huang and
Laks V. S. Lakshmanan},
title = {Refutations on "Debunking the Myths of Influence Maximization:
An In-Depth Benchmarking Study"},
journal = {CoRR},
volume = {abs/1705.05144},
year = {2017},
url = {http://arxiv.org/abs/1705.05144},
eprinttype = {arXiv},
eprint = {1705.05144},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuX0HL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunWDX17,
author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphH: High Performance Big Graph Analytics in Small Clusters},
journal = {CoRR},
volume = {abs/1705.05595},
year = {2017},
url = {http://arxiv.org/abs/1705.05595},
eprinttype = {arXiv},
eprint = {1705.05595},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunWDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunWDX17aa,
author = {Peng Sun and
Yonggang Wen and
Ta Nguyen Binh Duong and
Xiaokui Xiao},
title = {GraphMP: An Efficient Semi-External-Memory Big Graph Processing System
on a Single Machine},
journal = {CoRR},
volume = {abs/1707.02557},
year = {2017},
url = {http://arxiv.org/abs/1707.02557},
eprinttype = {arXiv},
eprint = {1707.02557},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunWDX17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06955,
author = {Yu Liu and
Bolong Zheng and
Xiaodong He and
Zhewei Wei and
Xiaokui Xiao and
Kai Zheng and
Jiaheng Lu},
title = {ProbeSim: Scalable Single-Source and Top-k SimRank Computations on
Dynamic Graphs},
journal = {CoRR},
volume = {abs/1709.06955},
year = {2017},
url = {http://arxiv.org/abs/1709.06955},
eprinttype = {arXiv},
eprint = {1709.06955},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10665,
author = {Kai Han and
Yuntian He and
Xiaokui Xiao and
Shaojie Tang and
Jingxin Xu and
Liusheng Huang},
title = {Cost-Effective Seed Selection in Online Social Networks},
journal = {CoRR},
volume = {abs/1711.10665},
year = {2017},
url = {http://arxiv.org/abs/1711.10665},
eprinttype = {arXiv},
eprint = {1711.10665},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/0001XYL16,
author = {Sibo Wang and
Xiaokui Xiao and
Yin Yang and
Wenqing Lin},
title = {Effective Indexing for Approximate Constrained Shortest Path Queries
on Large Road Networks},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {2},
pages = {61--72},
year = {2016},
url = {http://www.vldb.org/pvldb/vol10/p61-wang.pdf},
doi = {10.14778/3015274.3015277},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/0001XYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WangTXYL16,
author = {Sibo Wang and
Youze Tang and
Xiaokui Xiao and
Yin Yang and
Zengxiang Li},
title = {HubPPR: Effective Indexing for Approximate Personalized PageRank},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {3},
pages = {205--216},
year = {2016},
url = {http://www.vldb.org/pvldb/vol10/p205-wang.pdf},
doi = {10.14778/3021924.3021936},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WangTXYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/QinYYKXR16,
author = {Zhan Qin and
Yin Yang and
Ting Yu and
Issa Khalil and
Xiaokui Xiao and
Kui Ren},
editor = {Edgar R. Weippl and
Stefan Katzenbeisser and
Christopher Kruegel and
Andrew C. Myers and
Shai Halevi},
title = {Heavy Hitter Estimation over Set-Valued Data with Local Differential
Privacy},
booktitle = {Proceedings of the 2016 {ACM} {SIGSAC} Conference on Computer and
Communications Security, Vienna, Austria, October 24-28, 2016},
pages = {192--203},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2976749.2978409},
doi = {10.1145/2976749.2978409},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/QinYYKXR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangPDX16,
author = {Wenya Wang and
Sinno Jialin Pan and
Daniel Dahlmeier and
Xiaokui Xiao},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Recursive Neural Conditional Random Fields for Aspect-based Sentiment
Analysis},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {616--626},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1059},
doi = {10.18653/V1/D16-1059},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangPDX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XieL0WXGG16,
author = {Dong Xie and
Guanru Li and
Bin Yao and
Xuan Wei and
Xiaokui Xiao and
Yunjun Gao and
Minyi Guo},
title = {Practical private shortest path computation based on Oblivious Storage},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {361--372},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498254},
doi = {10.1109/ICDE.2016.7498254},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/XieL0WXGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhengZXSYZL16,
author = {Bolong Zheng and
Kai Zheng and
Xiaokui Xiao and
Han Su and
Hongzhi Yin and
Xiaofang Zhou and
GuoHui Li},
title = {Keyword-aware continuous kNN query on road networks},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {871--882},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498297},
doi = {10.1109/ICDE.2016.7498297},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhengZXSYZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangXX16,
author = {Jun Zhang and
Xiaokui Xiao and
Xing Xie},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {PrivTree: {A} Differentially Private Algorithm for Hierarchical Decompositions},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {155--170},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2882928},
doi = {10.1145/2882903.2882928},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TianX16,
author = {Boyu Tian and
Xiaokui Xiao},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {{SLING:} {A} Near-Optimal Index Structure for SimRank},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {1859--1874},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2915243},
doi = {10.1145/2882903.2915243},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TianX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChenHLX16,
author = {Ning Chen and
Steven C. H. Hoi and
Shaohua Li and
Xiaokui Xiao},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Mobile App Tagging},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {63--72},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835812},
doi = {10.1145/2835776.2835812},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChenHLX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangXX16,
author = {Jun Zhang and
Xiaokui Xiao and
Xing Xie},
title = {PrivTree: {A} Differentially Private Algorithm for Hierarchical Decompositions},
journal = {CoRR},
volume = {abs/1601.03229},
year = {2016},
url = {http://arxiv.org/abs/1601.03229},
eprinttype = {arXiv},
eprint = {1601.03229},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangPDX16,
author = {Wenya Wang and
Sinno Jialin Pan and
Daniel Dahlmeier and
Xiaokui Xiao},
title = {Recursive Neural Conditional Random Fields for Aspect-based Sentiment
Analysis},
journal = {CoRR},
volume = {abs/1603.06679},
year = {2016},
url = {http://arxiv.org/abs/1603.06679},
eprinttype = {arXiv},
eprint = {1603.06679},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangPDX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TianX16,
author = {Boyu Tian and
Xiaokui Xiao},
title = {{SLING:} {A} Near-Optimal Index Structure for SimRank},
journal = {CoRR},
volume = {abs/1604.04185},
year = {2016},
url = {http://arxiv.org/abs/1604.04185},
eprinttype = {arXiv},
eprint = {1604.04185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TianX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenXYHSS16,
author = {Th{\^{o}}ng T. Nguy{\^{e}}n and
Xiaokui Xiao and
Yin Yang and
Siu Cheung Hui and
Hyejin Shin and
Junbum Shin},
title = {Collecting and Analyzing Data from Smart Device Users with Local Differential
Privacy},
journal = {CoRR},
volume = {abs/1606.05053},
year = {2016},
url = {http://arxiv.org/abs/1606.05053},
eprinttype = {arXiv},
eprint = {1606.05053},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenXYHSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/CaiHWXYZZ15,
author = {Ruichu Cai and
Zhifeng Hao and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhenjie Zhang and
Shuigeng Zhou},
title = {Deterministic identification of specific individuals from {GWAS} results},
journal = {Bioinform.},
volume = {31},
number = {11},
pages = {1701--1707},
year = {2015},
url = {https://doi.org/10.1093/bioinformatics/btv018},
doi = {10.1093/BIOINFORMATICS/BTV018},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/CaiHWXYZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiuLYXW15,
author = {Yu Liu and
Jiaheng Lu and
Hua Yang and
Xiaokui Xiao and
Zhewei Wei},
title = {Towards Maximum Independent Sets on Massive Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {13},
pages = {2122--2133},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p2122-lu.pdf},
doi = {10.14778/2831360.2831366},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiuLYXW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/YuanZWXYH15,
author = {Ganzhao Yuan and
Zhenjie Zhang and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhifeng Hao},
title = {Optimizing Batch Linear Queries under Exact and Approximate Differential
Privacy},
journal = {{ACM} Trans. Database Syst.},
volume = {40},
number = {2},
pages = {11:1--11:47},
year = {2015},
url = {https://doi.org/10.1145/2699501},
doi = {10.1145/2699501},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/YuanZWXYH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/LuLWLX15,
author = {Jiaheng Lu and
Chunbin Lin and
Wei Wang and
Chen Li and
Xiaokui Xiao},
title = {Boosting the Quality of Approximate String Matching by Synonyms},
journal = {{ACM} Trans. Database Syst.},
volume = {40},
number = {3},
pages = {15:1--15:42},
year = {2015},
url = {https://doi.org/10.1145/2818177},
doi = {10.1145/2818177},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/LuLWLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LinXXL15,
author = {Wenqing Lin and
Xiaokui Xiao and
Xing Xie and
Xiaoli Li},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Network motif discovery: {A} {GPU} approach},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {831--842},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113337},
doi = {10.1109/ICDE.2015.7113337},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LinXXL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangCPSX15,
author = {Jun Zhang and
Graham Cormode and
Cecilia M. Procopiuc and
Divesh Srivastava and
Xiaokui Xiao},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Private Release of Graph Statistics using Ladder Functions},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {731--745},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2737785},
doi = {10.1145/2723372.2737785},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangCPSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WangLYXZ15,
author = {Sibo Wang and
Wenqing Lin and
Yi Yang and
Xiaokui Xiao and
Shuigeng Zhou},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Efficient Route Planning on Public Transportation Networks: {A} Labelling
Approach},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {967--982},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2749456},
doi = {10.1145/2723372.2749456},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WangLYXZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WangXL15,
author = {Sibo Wang and
Xiaokui Xiao and
Chun{-}Hee Lee},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Crowd-Based Deduplication: An Adaptive Approach},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1263--1277},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2723739},
doi = {10.1145/2723372.2723739},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WangXL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TangSX15,
author = {Youze Tang and
Yanchen Shi and
Xiaokui Xiao},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Influence Maximization in Near-Linear Time: {A} Martingale Approach},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1539--1554},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2723734},
doi = {10.1145/2723372.2723734},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TangSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChenHLX15,
author = {Ning Chen and
Steven C. H. Hoi and
Shaohua Li and
Xiaokui Xiao},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {SimApp: {A} Framework for Detecting Similar Mobile Applications by
Online Kernel Learning},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {305--314},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685305},
doi = {10.1145/2684822.2685305},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChenHLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/waim/2015w,
editor = {Xiaokui Xiao and
Zhenjie Zhang},
title = {Web-Age Information Management - {WAIM} 2015 International Workshops:
HENA, HRSUNE, Qingdao, China, June 8-10, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9391},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23531-8},
doi = {10.1007/978-3-319-23531-8},
isbn = {978-3-319-23530-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/2015w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanZWXYH15,
author = {Ganzhao Yuan and
Zhenjie Zhang and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhifeng Hao},
title = {Optimizing Batch Linear Queries under Exact and Approximate Differential
Privacy},
journal = {CoRR},
volume = {abs/1502.07526},
year = {2015},
url = {http://arxiv.org/abs/1502.07526},
eprinttype = {arXiv},
eprint = {1502.07526},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanZWXYH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/ChenHX14,
author = {Ning Chen and
Steven C. H. Hoi and
Xiaokui Xiao},
title = {Software process evaluation: a machine learning framework with application
to defect management process},
journal = {Empir. Softw. Eng.},
volume = {19},
number = {6},
pages = {1531--1564},
year = {2014},
url = {https://doi.org/10.1007/s10664-013-9254-z},
doi = {10.1007/S10664-013-9254-Z},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/ChenHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KellarisPXP14,
author = {Georgios Kellaris and
Stavros Papadopoulos and
Xiaokui Xiao and
Dimitris Papadias},
title = {Differentially Private Event Sequences over Infinite Streams},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {12},
pages = {1155--1166},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1155-kellaris.pdf},
doi = {10.14778/2732977.2732989},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KellarisPXP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/0002XLW14,
author = {Bin Yao and
Xiaokui Xiao and
Feifei Li and
Yifan Wu},
title = {Dynamic monitoring of optimal locations in road network databases},
journal = {{VLDB} J.},
volume = {23},
number = {5},
pages = {697--720},
year = {2014},
url = {https://doi.org/10.1007/s00778-013-0347-5},
doi = {10.1007/S00778-013-0347-5},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/0002XLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/Xiao14,
author = {Xiaokui Xiao},
editor = {Lei Chen and
Yan Jia and
Timos K. Sellis and
Guanfeng Liu},
title = {Differentially Private Data Release: Improving Utility with Wavelets
and Bayesian Networks},
booktitle = {Web Technologies and Applications - 16th Asia-Pacific Web Conference,
APWeb 2014, Changsha, China, September 5-7, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8709},
pages = {25--35},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11116-2\_3},
doi = {10.1007/978-3-319-11116-2\_3},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/Xiao14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LinXG14,
author = {Wenqing Lin and
Xiaokui Xiao and
Gabriel Ghinita},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Large-scale frequent subgraph mining in MapReduce},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {844--855},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816705},
doi = {10.1109/ICDE.2014.6816705},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LinXG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ChenLHXZ14,
author = {Ning Chen and
Jialiu Lin and
Steven C. H. Hoi and
Xiaokui Xiao and
Boshen Zhang},
editor = {Pankaj Jalote and
Lionel C. Briand and
Andr{\'{e}} van der Hoek},
title = {AR-miner: mining informative reviews for developers from mobile app
marketplace},
booktitle = {36th International Conference on Software Engineering, {ICSE} '14,
Hyderabad, India - May 31 - June 07, 2014},
pages = {767--778},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2568225.2568263},
doi = {10.1145/2568225.2568263},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/ChenLHXZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TangXS14,
author = {Youze Tang and
Xiaokui Xiao and
Yanchen Shi},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {Influence maximization: near-optimal time complexity meets practical
efficiency},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {75--86},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2593670},
doi = {10.1145/2588555.2593670},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/TangXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhuLWX14,
author = {Andy Diwen Zhu and
Wenqing Lin and
Sibo Wang and
Xiaokui Xiao},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {Reachability queries on large dynamic graphs: a total order approach},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {1323--1334},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2612181},
doi = {10.1145/2588555.2612181},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhuLWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangCPSX14,
author = {Jun Zhang and
Graham Cormode and
Cecilia M. Procopiuc and
Divesh Srivastava and
Xiaokui Xiao},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {PrivBayes: private data release via bayesian networks},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {1423--1434},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2588573},
doi = {10.1145/2588555.2588573},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangCPSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangXS14,
author = {Youze Tang and
Xiaokui Xiao and
Yanchen Shi},
title = {Influence Maximization: Near-Optimal Time Complexity Meets Practical
Efficiency},
journal = {CoRR},
volume = {abs/1404.0900},
year = {2014},
url = {http://arxiv.org/abs/1404.0900},
eprinttype = {arXiv},
eprint = {1404.0900},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/XuZXYYW13,
author = {Jia Xu and
Zhenjie Zhang and
Xiaokui Xiao and
Yin Yang and
Ge Yu and
Marianne Winslett},
title = {Differentially private histogram publication},
journal = {{VLDB} J.},
volume = {22},
number = {6},
pages = {797--822},
year = {2013},
url = {https://doi.org/10.1007/s00778-013-0309-y},
doi = {10.1007/S00778-013-0309-Y},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/XuZXYYW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WuLXX13,
author = {Lingkun Wu and
Wenqing Lin and
Xiaokui Xiao and
Yabo Xu},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {{LSII:} An indexing structure for exact real-time search on microblogs},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {482--493},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544849},
doi = {10.1109/ICDE.2013.6544849},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/WuLXX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0002LX13,
author = {Bin Yao and
Feifei Li and
Xiaokui Xiao},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Secure nearest neighbor revisited},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {733--744},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544870},
doi = {10.1109/ICDE.2013.6544870},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/0002LX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CaoCCGPX13,
author = {Xin Cao and
Lisi Chen and
Gao Cong and
Jihong Guan and
Nhan{-}Tue Phan and
Xiaokui Xiao},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {{KORS:} Keyword-aware Optimal Route Search System},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {1340--1343},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544939},
doi = {10.1109/ICDE.2013.6544939},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/CaoCCGPX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuXWL13,
author = {Andy Diwen Zhu and
Xiaokui Xiao and
Sibo Wang and
Wenqing Lin},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Efficient single-source shortest path and distance queries on large
graphs},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {998--1006},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487665},
doi = {10.1145/2487575.2487665},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuXWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TaoLX13,
author = {Yufei Tao and
Wenqing Lin and
Xiaokui Xiao},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {Minimal MapReduce algorithms},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {529--540},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2463719},
doi = {10.1145/2463676.2463719},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TaoLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangXYZW13,
author = {Jun Zhang and
Xiaokui Xiao and
Yin Yang and
Zhenjie Zhang and
Marianne Winslett},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {PrivGene: differentially private model fitting using genetic algorithms},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {665--676},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2465330},
doi = {10.1145/2463676.2465330},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangXYZW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhuMXLTZ13,
author = {Andy Diwen Zhu and
Hui Ma and
Xiaokui Xiao and
Siqiang Luo and
Youze Tang and
Shuigeng Zhou},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {Shortest path and distance queries on road networks: towards bridging
theory and practice},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {857--868},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2465277},
doi = {10.1145/2463676.2465277},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhuMXLTZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2576,
author = {Andy Diwen Zhu and
Hui Ma and
Xiaokui Xiao and
Siqiang Luo and
Youze Tang and
Shuigeng Zhou},
title = {Shortest Path and Distance Queries on Road Networks: Towards Bridging
Theory and Practice},
journal = {CoRR},
volume = {abs/1304.2576},
year = {2013},
url = {http://arxiv.org/abs/1304.2576},
eprinttype = {arXiv},
eprint = {1304.2576},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuXWL13,
author = {Andy Diwen Zhu and
Xiaokui Xiao and
Sibo Wang and
Wenqing Lin},
title = {Efficient Single-Source Shortest Path and Distance Queries on Large
Graphs},
journal = {CoRR},
volume = {abs/1306.1153},
year = {2013},
url = {http://arxiv.org/abs/1306.1153},
eprinttype = {arXiv},
eprint = {1306.1153},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuXWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WuXDCZZ12,
author = {Lingkun Wu and
Xiaokui Xiao and
Dingxiong Deng and
Gao Cong and
Andy Diwen Zhu and
Shuigeng Zhou},
title = {Shortest Path and Distance Queries on Road Networks: An Experimental
Evaluation},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {5},
pages = {406--417},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p406\_lingkunwu\_vldb2012.pdf},
doi = {10.14778/2140436.2140438},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuXDCZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CaoCCX12,
author = {Xin Cao and
Lisi Chen and
Gao Cong and
Xiaokui Xiao},
title = {Keyword-aware Optimal Route Search},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {11},
pages = {1136--1147},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1136\_xincao\_vldb2012.pdf},
doi = {10.14778/2350229.2350234},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CaoCCX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YuanZWXYH12,
author = {Ganzhao Yuan and
Zhenjie Zhang and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhifeng Hao},
title = {Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {11},
pages = {1352--1363},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1352\_ganzhaoyuan\_vldb2012.pdf},
doi = {10.14778/2350229.2350252},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YuanZWXYH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangZXYW12,
author = {Jun Zhang and
Zhenjie Zhang and
Xiaokui Xiao and
Yin Yang and
Marianne Winslett},
title = {Functional Mechanism: Regression Analysis under Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {11},
pages = {1364--1375},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1364\_junzhang\_vldb2012.pdf},
doi = {10.14778/2350229.2350253},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ZhangZXYW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GotzMWXG12,
author = {Michaela G{\"{o}}tz and
Ashwin Machanavajjhala and
Guozhang Wang and
Xiaokui Xiao and
Johannes Gehrke},
title = {Publishing Search Logs - {A} Comparative Study of Privacy Guarantees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {3},
pages = {520--532},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.26},
doi = {10.1109/TKDE.2011.26},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GotzMWXG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LinXCB12,
author = {Wenqing Lin and
Xiaokui Xiao and
James Cheng and
Sourav S. Bhowmick},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Efficient algorithms for generalized subgraph query processing},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {325--334},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396805},
doi = {10.1145/2396761.2396805},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LinXCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/TangZX12,
author = {Youze Tang and
Andy Diwen Zhu and
Xiaokui Xiao},
editor = {Isabel F. Cruz and
Craig A. Knoblock and
Peer Kr{\"{o}}ger and
Egemen Tanin and
Peter Widmayer},
title = {An efficient algorithm for mapping vehicle trajectories onto road
networks},
booktitle = {{SIGSPATIAL} 2012 International Conference on Advances in Geographic
Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo
Beach, CA, USA, November 7-9, 2012},
pages = {601--604},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2424321.2424427},
doi = {10.1145/2424321.2424427},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/TangZX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XuZXYY12,
author = {Jia Xu and
Zhenjie Zhang and
Xiaokui Xiao and
Yin Yang and
Ge Yu},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Differentially Private Histogram Publication},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {32--43},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.48},
doi = {10.1109/ICDE.2012.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XuZXYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PangXS12,
author = {HweeHwa Pang and
Xiaokui Xiao and
Jialie Shen},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Obfuscating the Topical Intention in Enterprise Text Search},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {1168--1179},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.43},
doi = {10.1109/ICDE.2012.43},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PangXS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangZMWX12,
author = {Yin Yang and
Zhenjie Zhang and
Gerome Miklau and
Marianne Winslett and
Xiaokui Xiao},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Differential privacy in data publication and analysis},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {601--606},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213910},
doi = {10.1145/2213836.2213910},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/YangZMWX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-6564,
author = {Lingkun Wu and
Xiaokui Xiao and
Dingxiong Deng and
Gao Cong and
Andy Diwen Zhu and
Shuigeng Zhou},
title = {Shortest Path and Distance Queries on Road Networks: An Experimental
Evaluation},
journal = {CoRR},
volume = {abs/1201.6564},
year = {2012},
url = {http://arxiv.org/abs/1201.6564},
eprinttype = {arXiv},
eprint = {1201.6564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-6564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0077,
author = {Xin Cao and
Lisi Chen and
Gao Cong and
Xiaokui Xiao},
title = {Keyword-aware Optimal Route Search},
journal = {CoRR},
volume = {abs/1208.0077},
year = {2012},
url = {http://arxiv.org/abs/1208.0077},
eprinttype = {arXiv},
eprint = {1208.0077},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0094,
author = {Ganzhao Yuan and
Zhenjie Zhang and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhifeng Hao},
title = {Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy},
journal = {CoRR},
volume = {abs/1208.0094},
year = {2012},
url = {http://arxiv.org/abs/1208.0094},
eprinttype = {arXiv},
eprint = {1208.0094},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0219,
author = {Jun Zhang and
Zhenjie Zhang and
Xiaokui Xiao and
Yin Yang and
Marianne Winslett},
title = {Functional Mechanism: Regression Analysis under Differential Privacy},
journal = {CoRR},
volume = {abs/1208.0219},
year = {2012},
url = {http://arxiv.org/abs/1208.0219},
eprinttype = {arXiv},
eprint = {1208.0219},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2309,
author = {Ganzhao Yuan and
Zhenjie Zhang and
Marianne Winslett and
Xiaokui Xiao and
Yin Yang and
Zhifeng Hao},
title = {Low Rank Mechanism for Optimizing Batch Queries under Differential
Privacy},
journal = {CoRR},
volume = {abs/1212.2309},
year = {2012},
url = {http://arxiv.org/abs/1212.2309},
eprinttype = {arXiv},
eprint = {1212.2309},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiaoWG11,
author = {Xiaokui Xiao and
Guozhang Wang and
Johannes Gehrke},
title = {Differential Privacy via Wavelet Transforms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {23},
number = {8},
pages = {1200--1214},
year = {2011},
url = {https://doi.org/10.1109/TKDE.2010.247},
doi = {10.1109/TKDE.2010.247},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiaoWG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XiaoYL11,
author = {Xiaokui Xiao and
Bin Yao and
Feifei Li},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Optimal location queries in road network databases},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {804--815},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767845},
doi = {10.1109/ICDE.2011.5767845},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XiaoYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/ChenHX11,
author = {Ning Chen and
Steven C. H. Hoi and
Xiaokui Xiao},
editor = {Perry Alexander and
Corina S. Pasareanu and
John G. Hosking},
title = {Software process evaluation: {A} machine learning approach},
booktitle = {26th {IEEE/ACM} International Conference on Automated Software Engineering
{(ASE} 2011), Lawrence, KS, USA, November 6-10, 2011},
pages = {333--342},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASE.2011.6100070},
doi = {10.1109/ASE.2011.6100070},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kbse/ChenHX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoBHG11,
author = {Xiaokui Xiao and
Gabriel Bender and
Michael Hay and
Johannes Gehrke},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {iReduct: differential privacy with reduced relative errors},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {229--240},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989348},
doi = {10.1145/1989323.1989348},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoBHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/JinBXCZ11,
author = {Changjiu Jin and
Sourav S. Bhowmick and
Xiaokui Xiao and
Byron Choi and
Shuigeng Zhou},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {{GBLENDER:} visual subgraph query formulation meets query processing},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {1327--1330},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989489},
doi = {10.1145/1989323.1989489},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/JinBXCZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crypt/Xiao11,
author = {Xiaokui Xiao},
editor = {Henk C. A. van Tilborg and
Sushil Jajodia},
title = {M-Invariance},
booktitle = {Encyclopedia of Cryptography and Security, 2nd Ed},
pages = {739--741},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-5906-5\_901},
doi = {10.1007/978-1-4419-5906-5\_901},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crypt/Xiao11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PangDX10,
author = {HweeHwa Pang and
Xuhua Ding and
Xiaokui Xiao},
title = {Embellishing Text Search Queries To Protect User Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {598--607},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R53.pdf},
doi = {10.14778/1920841.1920918},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/PangDX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuenTXPZ10,
author = {Sze Man Yuen and
Yufei Tao and
Xiaokui Xiao and
Jian Pei and
Donghui Zhang},
title = {Superseding Nearest Neighbor Search on Uncertain Spatial Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {7},
pages = {1041--1055},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.137},
doi = {10.1109/TKDE.2009.137},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YuenTXPZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/XiaoTK10,
author = {Xiaokui Xiao and
Yufei Tao and
Nick Koudas},
title = {Transparent anonymization: Thwarting adversaries who know the algorithm},
journal = {{ACM} Trans. Database Syst.},
volume = {35},
number = {2},
pages = {8:1--8:48},
year = {2010},
url = {https://doi.org/10.1145/1735886.1735887},
doi = {10.1145/1735886.1735887},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/XiaoTK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/XiaoYT10,
author = {Xiaokui Xiao and
Ke Yi and
Yufei Tao},
editor = {Ioana Manolescu and
Stefano Spaccapietra and
Jens Teubner and
Masaru Kitsuregawa and
Alain L{\'{e}}ger and
Felix Naumann and
Anastasia Ailamaki and
Fatma {\"{O}}zcan},
title = {The hardness and approximation algorithms for l-diversity},
booktitle = {{EDBT} 2010, 13th International Conference on Extending Database Technology,
Lausanne, Switzerland, March 22-26, 2010, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {426},
pages = {135--146},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1739041.1739060},
doi = {10.1145/1739041.1739060},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/XiaoYT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XiaoWG10,
author = {Xiaokui Xiao and
Guozhang Wang and
Johannes Gehrke},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Differential privacy via wavelet transforms},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {225--236},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447831},
doi = {10.1109/ICDE.2010.5447831},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/XiaoWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TaoPLXYX10,
author = {Yufei Tao and
Jian Pei and
Jiexing Li and
Xiaokui Xiao and
Ke Yi and
Zhengzheng Xing},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Correlation hiding by independence masking},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {964--967},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447849},
doi = {10.1109/ICDE.2010.5447849},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/TaoPLXYX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/JinBXCC10,
author = {Changjiu Jin and
Sourav S. Bhowmick and
Xiaokui Xiao and
James Cheng and
Byron Choi},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {{GBLENDER:} towards blending visual query formulation and query processing
in graph databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {111--122},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807182},
doi = {10.1145/1807167.1807182},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/JinBXCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-5080,
author = {Xiaokui Xiao and
Yufei Tao and
Nick Koudas},
title = {Transparent Anonymization: Thwarting Adversaries Who Know the Algorithm},
journal = {CoRR},
volume = {abs/1003.5080},
year = {2010},
url = {http://arxiv.org/abs/1003.5080},
eprinttype = {arXiv},
eprint = {1003.5080},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-5080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/XiaoTC09,
author = {Xiaokui Xiao and
Yufei Tao and
Minghua Chen},
title = {Optimal Random Perturbation at Multiple Privacy Levels},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {814--825},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-732.pdf},
doi = {10.14778/1687627.1687719},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/XiaoTC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TaoCXZZ09,
author = {Yufei Tao and
Hekang Chen and
Xiaokui Xiao and
Shuigeng Zhou and
Donghui Zhang},
title = {{ANGEL:} Enhancing the Utility of Generalization for Privacy Preserving
Publication},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {7},
pages = {1073--1087},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2009.65},
doi = {10.1109/TKDE.2009.65},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TaoCXZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PeiTLX09,
author = {Jian Pei and
Yufei Tao and
Jiexing Li and
Xiaokui Xiao},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {Privacy Preserving Publishing on Multiple Quasi-identifiers},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1132--1135},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.183},
doi = {10.1109/ICDE.2009.183},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PeiTLX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoWG09,
author = {Xiaokui Xiao and
Guozhang Wang and
Johannes Gehrke},
editor = {Ugur {\c{C}}etintemel and
Stanley B. Zdonik and
Donald Kossmann and
Nesime Tatbul},
title = {Interactive anonymization of sensitive data},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2009, Providence, Rhode Island, USA, June 29 - July
2, 2009},
pages = {1051--1054},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1559845.1559979},
doi = {10.1145/1559845.1559979},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoWG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0904-0682,
author = {Michaela G{\"{o}}tz and
Ashwin Machanavajjhala and
Guozhang Wang and
Xiaokui Xiao and
Johannes Gehrke},
title = {Privacy in Search Logs},
journal = {CoRR},
volume = {abs/0904.0682},
year = {2009},
url = {http://arxiv.org/abs/0904.0682},
eprinttype = {arXiv},
eprint = {0904.0682},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0904-0682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-5530,
author = {Xiaokui Xiao and
Guozhang Wang and
Johannes Gehrke},
title = {Differential Privacy via Wavelet Transforms},
journal = {CoRR},
volume = {abs/0909.5530},
year = {2009},
url = {http://arxiv.org/abs/0909.5530},
eprinttype = {arXiv},
eprint = {0909.5530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-5530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-5426,
author = {Xiaokui Xiao and
Ke Yi and
Yufei Tao},
title = {The Hardness and Approximation Algorithms for L-Diversity},
journal = {CoRR},
volume = {abs/0912.5426},
year = {2009},
url = {http://arxiv.org/abs/0912.5426},
eprinttype = {arXiv},
eprint = {0912.5426},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-5426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/XiaoT08,
author = {Xiaokui Xiao and
Yufei Tao},
title = {Output perturbation with query relaxation},
journal = {Proc. {VLDB} Endow.},
volume = {1},
number = {1},
pages = {857--869},
year = {2008},
url = {http://www.vldb.org/pvldb/vol1/1453949.pdf},
doi = {10.14778/1453856.1453949},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/XiaoT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TaoX08,
author = {Yufei Tao and
Xiaokui Xiao},
title = {Primal or dual: which promises faster spatiotemporal search?},
journal = {{VLDB} J.},
volume = {17},
number = {5},
pages = {1253--1270},
year = {2008},
url = {https://doi.org/10.1007/s00778-007-0064-z},
doi = {10.1007/S00778-007-0064-Z},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/TaoX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TaoX08a,
author = {Yufei Tao and
Xiaokui Xiao},
title = {Efficient temporal counting with bounded error},
journal = {{VLDB} J.},
volume = {17},
number = {5},
pages = {1271--1292},
year = {2008},
url = {https://doi.org/10.1007/s00778-007-0066-x},
doi = {10.1007/S00778-007-0066-X},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/TaoX08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TaoXLZ08,
author = {Yufei Tao and
Xiaokui Xiao and
Jiexing Li and
Donghui Zhang},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {On Anti-Corruption Privacy Preserving Publication},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {725--734},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497481},
doi = {10.1109/ICDE.2008.4497481},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/TaoXLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoT08,
author = {Xiaokui Xiao and
Yufei Tao},
editor = {Jason Tsong{-}Li Wang},
title = {Dynamic anonymization: accurate statistical analysis with privacy
preservation},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {107--120},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376630},
doi = {10.1145/1376616.1376630},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiTX08,
author = {Jiexing Li and
Yufei Tao and
Xiaokui Xiao},
editor = {Jason Tsong{-}Li Wang},
title = {Preservation of proximity privacy in publishing numerical sensitive
data},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {473--486},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376666},
doi = {10.1145/1376616.1376666},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiTX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/TaoX08,
author = {Yufei Tao and
Xiaokui Xiao},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {Personalized Privacy Preservation},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {461--485},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_19},
doi = {10.1007/978-0-387-70992-5\_19},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/TaoX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TaoXP07,
author = {Yufei Tao and
Xiaokui Xiao and
Jian Pei},
title = {Efficient Skyline and Top-k Retrieval in Subspaces},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {8},
pages = {1072--1088},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.1051},
doi = {10.1109/TKDE.2007.1051},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TaoXP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/TaoXC07,
author = {Yufei Tao and
Xiaokui Xiao and
Reynold Cheng},
title = {Range search on multidimensional uncertain data},
journal = {{ACM} Trans. Database Syst.},
volume = {32},
number = {3},
pages = {15},
year = {2007},
url = {https://doi.org/10.1145/1272743.1272745},
doi = {10.1145/1272743.1272745},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/TaoXC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TaoPLX07,
author = {Yufei Tao and
Dimitris Papadias and
Xiang Lian and
Xiaokui Xiao},
title = {Multidimensional reverse \emph{k} {NN} search},
journal = {{VLDB} J.},
volume = {16},
number = {3},
pages = {293--316},
year = {2007},
url = {https://doi.org/10.1007/s00778-005-0168-2},
doi = {10.1007/S00778-005-0168-2},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/TaoPLX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoT07,
author = {Xiaokui Xiao and
Yufei Tao},
editor = {Chee Yong Chan and
Beng Chin Ooi and
Aoying Zhou},
title = {M-invariance: towards privacy preserving re-publication of dynamic
datasets},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Beijing, China, June 12-14, 2007},
pages = {689--700},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1247480.1247556},
doi = {10.1145/1247480.1247556},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/WongTFX07,
author = {Raymond Chi{-}Wing Wong and
Yufei Tao and
Ada Wai{-}Chee Fu and
Xiaokui Xiao},
editor = {Christoph Koch and
Johannes Gehrke and
Minos N. Garofalakis and
Divesh Srivastava and
Karl Aberer and
Anand Deshpande and
Daniela Florescu and
Chee Yong Chan and
Venkatesh Ganti and
Carl{-}Christian Kanne and
Wolfgang Klas and
Erich J. Neuhold},
title = {On Efficient Spatial Matching},
booktitle = {Proceedings of the 33rd International Conference on Very Large Data
Bases, University of Vienna, Austria, September 23-27, 2007},
pages = {579--590},
publisher = {{ACM}},
year = {2007},
url = {http://www.vldb.org/conf/2007/papers/research/p579-wong.pdf},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/WongTFX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TaoXP06,
author = {Yufei Tao and
Xiaokui Xiao and
Jian Pei},
editor = {Ling Liu and
Andreas Reuter and
Kyu{-}Young Whang and
Jianjun Zhang},
title = {{SUBSKY:} Efficient Computation of Skylines in Subspaces},
booktitle = {Proceedings of the 22nd International Conference on Data Engineering,
{ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
pages = {65},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDE.2006.149},
doi = {10.1109/ICDE.2006.149},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/TaoXP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TaoXZ06,
author = {Yufei Tao and
Xiaokui Xiao and
Shuigeng Zhou},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Mining distance-based outliers from large databases in any metric
space},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {394--403},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150447},
doi = {10.1145/1150402.1150447},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TaoXZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoT06,
author = {Xiaokui Xiao and
Yufei Tao},
editor = {Surajit Chaudhuri and
Vagelis Hristidis and
Neoklis Polyzotis},
title = {Personalized privacy preservation},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Chicago, Illinois, USA, June 27-29, 2006},
pages = {229--240},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1142473.1142500},
doi = {10.1145/1142473.1142500},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/XiaoT06,
author = {Xiaokui Xiao and
Yufei Tao},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {Anatomy: Simple and Effective Privacy Preservation},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {139--150},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164141},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/XiaoT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/TaoCXNKP05,
author = {Yufei Tao and
Reynold Cheng and
Xiaokui Xiao and
Wang Kay Ngai and
Ben Kao and
Sunil Prabhakar},
editor = {Klemens B{\"{o}}hm and
Christian S. Jensen and
Laura M. Haas and
Martin L. Kersten and
Per{-}{\AA}ke Larson and
Beng Chin Ooi},
title = {Indexing Multi-Dimensional Uncertain Data with Arbitrary Probability
Density Functions},
booktitle = {Proceedings of the 31st International Conference on Very Large Data
Bases, Trondheim, Norway, August 30 - September 2, 2005},
pages = {922--933},
publisher = {{ACM}},
year = {2005},
url = {http://www.vldb.org/archives/website/2005/program/paper/fri/p922-tao.pdf},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/TaoCXNKP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcit/XiaoL04,
author = {Xiaokui Xiao and
Shaofa Li},
title = {Detail-Preserving Approach for Impulse Noise Removal from Images},
booktitle = {2004 International Conference on Computer and Information Technology
{(CIT} 2004), 14-16 September 2004, Wuhan, China},
pages = {28--32},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CIT.2004.1357170},
doi = {10.1109/CIT.2004.1357170},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEcit/XiaoL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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