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BibTeX 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} }
@article{DBLP:journals/tkde/LiDQWXYQ21, 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} }
@article{DBLP:journals/tkde/HanTXCFY21, 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} }
@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} }
@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} }
@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} }
@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} }
@article{DBLP:journals/corr/abs-2102-03826, 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} }
@article{DBLP:journals/corr/abs-2104-12669, 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} }
@article{DBLP:journals/corr/abs-2105-07754, 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} }
@article{DBLP:journals/corr/abs-2109-07269, 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} }
@article{DBLP:journals/corr/abs-2111-04636, 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} }
@article{DBLP:journals/corr/abs-2112-14944, 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} }
@article{DBLP:journals/compsec/ArcoleziCCGRBX20, 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}, journal = {Comput. Secur.}, volume = {96}, pages = {101888}, year = {2020}, url = {https://doi.org/10.1016/j.cose.2020.101888}, doi = {10.1016/J.COSE.2020.101888}, 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} }
@article{DBLP:journals/pvldb/SunLLXC20, 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} }
@article{DBLP:journals/pvldb/YangSXYB20, 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} }
@article{DBLP:journals/pvldb/ShiJYXY20, 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} }
@article{DBLP:journals/pvldb/WuCXCO20, 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} }
@article{DBLP:journals/pvldb/YangSX0LB20, 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} }
@article{DBLP:journals/tbd/SunWDX20, 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}, doi = {10.1109/TBDATA.2019.2908384}, 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} }
@article{DBLP:journals/tkde/LoghinCCDFLNOST20, 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} }
@article{DBLP:journals/tkde/LuoCKXZH20, 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} }
@article{DBLP:journals/tkde/LuoXLK20, 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} }
@article{DBLP:journals/tkde/HanHHXTXH20, 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}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@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} }
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@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} }
@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} }
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@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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