| Protecting locations with differential privacy under temporal correlations Y Xiao, L Xiong Proceedings of the 22nd ACM SIGSAC conference on computer and communications …, 2015 | 495 | 2015 |
| Differentially private data release through multidimensional partitioning Y Xiao, L Xiong, C Yuan Secure Data Management: 7th VLDB Workshop, SDM 2010, Singapore, September 17 …, 2010 | 233 | 2010 |
| Quantifying differential privacy under temporal correlations Y Cao, M Yoshikawa, Y Xiao, L Xiong 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 821-832, 2017 | 133 | 2017 |
| Quantifying differential privacy in continuous data release under temporal correlations Y Cao, M Yoshikawa, Y Xiao, L Xiong IEEE transactions on knowledge and data engineering 31 (7), 1281-1295, 2018 | 125 | 2018 |
| DPCube: Differentially Private Histogram Release through Multidimensional Partitioning Y Xiao, L Xiong, L Fan, S Goryczka, H Li Transactions of Data Privacy 7 (3), 2014 | 83 | 2014 |
| Loclok: Location cloaking with differential privacy via hidden markov model Y Xiao, L Xiong, S Zhang, Y Cao Proceedings of the VLDB Endowment 10 (12), 1901-1904, 2017 | 75 | 2017 |
| Dpcube: Releasing differentially private data cubes for health information Y Xiao, J Gardner, L Xiong 2012 IEEE 28th International Conference on Data Engineering, 1305-1308, 2012 | 63 | 2012 |
| PriSTE: from location privacy to spatiotemporal event privacy Y Cao, Y Xiao, L Xiong, L Bai 2019 IEEE 35th International Conference on Data Engineering (ICDE), 1606-1609, 2019 | 58 | 2019 |
| SHARE: system design and case studies for statistical health information release J Gardner, L Xiong, Y Xiao, J Gao, AR Post, X Jiang, L Ohno-Machado Journal of the American Medical Informatics Association 20 (1), 109-116, 2013 | 42 | 2013 |
| Protecting spatiotemporal event privacy in continuous location-based services Y Cao, Y Xiao, L Xiong, L Bai, M Yoshikawa IEEE Transactions on Knowledge and Data Engineering 33 (8), 3141-3154, 2019 | 34 | 2019 |
| Broadening differential privacy for deep learning against model inversion attacks Q Zhang, J Ma, Y Xiao, J Lou, L Xiong 2020 IEEE International Conference on Big Data (Big Data), 1061-1070, 2020 | 22 | 2020 |
| Enabling on-device training of speech recognition models with federated dropout D Guliani, L Zhou, C Ryu, TJ Yang, H Zhang, Y Xiao, F Beaufays, G Motta ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 19 | 2022 |
| PriSTE: protecting spatiotemporal event privacy in continuous location-based services Y Cao, Y Xiao, L Xiong, L Bai, M Yoshikawa Proceedings of the VLDB Endowment 12 (12), 2019 | 14 | 2019 |
| ConTPL: controlling temporal privacy leakage in differentially private continuous data release Y Cao, L Xiong, M Yoshikawa, Y Xiao, S Zhang Proceedings of the VLDB endowment. International conference on very large …, 2018 | 12 | 2018 |
| Federated pruning: Improving neural network efficiency with federated learning R Lin, Y Xiao, TJ Yang, D Zhao, L Xiong, G Motta, F Beaufays arXiv preprint arXiv:2209.06359, 2022 | 11 | 2022 |
| PGLP: Customizable and rigorous location privacy through policy graph Y Cao, Y Xiao, S Takagi, L Xiong, M Yoshikawa, Y Shen, J Liu, H Jin, ... European Symposium on Research in Computer Security, 655-676, 2020 | 10 | 2020 |
| Online model compression for federated learning with large models TJ Yang, Y Xiao, G Motta, F Beaufays, R Mathews, M Chen ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 8 | 2023 |
| PANDA: policy-aware location privacy for epidemic surveillance Y Cao, S Takagi, Y Xiao, L Xiong, M Yoshikawa arXiv preprint arXiv:2005.00186, 2020 | 8 | 2020 |
| Bayesian inference under differential privacy Y Xiao, L Xiong arXiv preprint arXiv:1203.0617, 2012 | 8 | 2012 |
| DPHMM: Customizable data release with differential privacy via hidden Markov model Y Xiao, Y Shen, J Liu, L Xiong, H Jin, X Xu arXiv preprint arXiv:1609.09172, 2016 | 7 | 2016 |
