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Rui Chen
Rui Chen
Chief Scientist, Samsung Ads / Senior Director of Engineering (AI), Samsung Research America
Bestätigte E-Mail-Adresse bei samsung.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
24632010
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
4822011
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
4432012
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
3842012
Privacy-preserving trajectory data publishing by local suppression
R Chen, BCM Fung, N Mohammed, BC Desai, K Wang
Information Sciences 231, 83-97, 2013
3232013
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
3082011
Correlated network data publication via differential privacy
R Chen, BCM Fung, SP Yu, BC Desai
The VLDB Journal 23 (4), 653-676, 2014
2772014
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
2402020
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
2262012
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
2232015
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
2102016
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
2002022
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
1872014
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
1332014
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
1302021
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
1012023
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
812014
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
702022
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
642013
EXACT: Scalable graph neural networks training via extreme activation compression
Z Liu, K Zhou, F Yang, L Li, R Chen, X Hu
International Conference on Learning Representations, 2021
622021
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