Rui Chen

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Benjamin C. M. FungCanada Research Chair & Professor, School of Information Studies, McGill UniversityVerified email at mcgill.ca
Xia "Ben" HuAssociate Professor of Computer Science, Rice UniversityVerified email at rice.edu
Li LiSamsung Research AmericaVerified email at udel.edu
Kaixiong ZhouMIT, NCSUVerified email at ncsu.edu
Noman MohammedAssociate Professor, University of ManitobaVerified email at cs.umanitoba.ca
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Jianliang Xu (徐建良)Chair Professor of Computer Science, Hong Kong Baptist UniversityVerified email at comp.hkbu.edu.hk
Ke WangProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Yong GeAssociate Professor of MIS at University of ArizonaVerified email at email.arizona.edu
sen suProfessor of Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Xi LiuMeta AIVerified email at fb.com
Li XiongSamuel Dobbs Professor, Computer Science, Biomedical Informatics, Emory UniversityVerified email at emory.edu
Hongxia JinSamsung Research AmericaVerified email at acm.org
Xiang ChengProfessor at the Beijing University of Posts and Telecommunications (BUPT)Verified email at bupt.edu.cn
Claude CastellucciaResearch Director, InriaVerified email at inria.fr
Gergely AcsResearch Engineer, INRIAVerified email at inria.fr
Yafei LIProfessor of School of Computer and Artificial Intelligence, Zhengzhou UniversityVerified email at zzu.edu.cn
Xiaoqian JiangMcWilliams School of Biomedical Informatics, UTHealthVerified email at uth.tmc.edu
Yu ZhangAssociate Professor, Southern University of Science and TechnologyVerified email at sustech.edu.cn
Shiva KasiviswanathanAmazon Machine LearningVerified email at amazon.com

Rui Chen

Chief Scientist, Samsung Ads / Senior Director of Engineering (AI), Samsung Research America

Verified email at samsung.com - Homepage

Deep Learning Data Mining Data Privacy


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Privacy-preserving data publishing: A survey of recent developments BCM Fung, K Wang, R Chen, PS Yu ACM Computing Surveys (CSUR) 42 (4), 14, 2010	2421	2010
Differentially private data release for data mining N Mohammed, R Chen, B Fung, PS Yu Proceedings of the 17th ACM SIGKDD International Conference on Knowledge …, 2011	475	2011
Differentially private transit data publication: a case study on the montreal transportation system R Chen, BCM Fung, BC Desai, NM Sossou Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	431	2012
Differentially private sequential data publication via variable-length n-grams R Chen, G Acs, C Castelluccia Proceedings of the 2012 ACM Conference on Computer and Communications …, 2012	370	2012
Privacy-preserving trajectory data publishing by local suppression R Chen, BCM Fung, N Mohammed, BC Desai, K Wang Information Sciences 231, 83-97, 2013	314	2013
Publishing set-valued data via differential privacy R Chen, N Mohammed, BCM Fung, BC Desai, L Xiong Proceedings of the VLDB Endowment 4 (11), 1087-1098, 2011	306	2011
Correlated network data publication via differential privacy R Chen, BCM Fung, SP Yu, BC Desai The VLDB Journal 23 (4), 653-676, 2014	267	2014
Towards deeper graph neural networks with differentiable group normalization K Zhou, X Huang, Y Li, D Zha, R Chen, X Hu Advances in neural information processing systems 33, 4917-4928, 2020	220	2020
Differentially private histogram publishing through lossy compression G Acs, C Castelluccia, R Chen Proceedings of the 12th IEEE International Conference on Data Mining (ICDM …, 2012	218	2012
Differentially private high-dimensional data publication via sampling-based inference R Chen, Q Xiao, Y Zhang, J Xu Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and …, 2015	214	2015
Private spatial data aggregation in the local setting R Chen, H Li, AK Qin, SP Kasiviswanathan, H Jin Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE), 2016	198	2016
Differentially private network data release via structural inference Q Xiao, R Chen, KL Tan Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	182	2014
Auto-gnn: Neural architecture search of graph neural networks XH Kaixiong Zhou, Xiao Huang, Qingquan Song, Rui Chen Frontiers in big Data 5, 1029307, 2022	179	2022
Towards Accurate Histogram Publication under Differential Privacy X Zhang, R Chen, J Xu, X Meng, Y Xie Proceedings of the 14th SIAM International Conference on Data Mining (SDM), 2014	128	2014
Dirichlet energy constrained learning for deep graph neural networks K Zhou, X Huang, D Zha, R Chen, L Li, SH Choi, X Hu Advances in Neural Information Processing Systems 34, 21834-21846, 2021	112	2021
Anonymizing trajectory data for passenger flow analysis M Ghasemzadeh, BCM Fung, R Chen, A Awasthi Transportation research part C: emerging technologies 39, 63-79, 2014	79	2014
S2gae: Self-supervised graph autoencoders are generalizable learners with graph masking Q Tan, N Liu, X Huang, SH Choi, L Li, R Chen, X Hu Proceedings of the sixteenth ACM international conference on web search and …, 2023	74	2023
Privacy-preserving heterogeneous health data sharing N Mohammed, X Jiang, R Chen, BCM Fung, L Ohno-Machado Journal of the American Medical Informatics Association 20 (3), 462-469, 2013	63	2013
Towards social-aware ridesharing group query services Y Li, R Chen, L Chen, J Xu IEEE Transactions on Services Computing, 2016	61	2016
IoT device friendly and communication-efficient federated learning via joint model pruning and quantization P Prakash, J Ding, R Chen, X Qin, M Shu, Q Cui, Y Guo, M Pan IEEE Internet of Things Journal 9 (15), 13638-13650, 2022	60	2022

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