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Cong Xie
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Cited by
Year
Asynchronous federated optimization
C Xie, S Koyejo, I Gupta
arXiv preprint arXiv:1903.03934, 2019
6592019
Zeno: Distributed stochastic gradient descent with suspicion-based fault-tolerance
C Xie, S Koyejo, I Gupta
International Conference on Machine Learning, 6893-6901, 2019
2662019
Generalized byzantine-tolerant sgd
C Xie, O Koyejo, I Gupta
arXiv preprint arXiv:1802.10116, 2018
2612018
Fall of empires: Breaking Byzantine-tolerant SGD by inner product manipulation
C Xie, O Koyejo, I Gupta
Uncertainty in Artificial Intelligence, 261-270, 2020
2402020
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis.
C Xie, L Yan, WJ Li, Z Zhang
Nips 27, 1673-1681, 2014
1612014
Zeno++: Robust fully asynchronous SGD
C Xie, S Koyejo, I Gupta
International Conference on Machine Learning, 10495-10503, 2020
1142020
Wishart mechanism for differentially private principal components analysis
W Jiang, C Xie, Z Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
742016
SLSGD: Secure and efficient distributed on-device machine learning
C Xie, O Koyejo, I Gupta
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
612019
Zeno: Byzantine-suspicious stochastic gradient descent
C Xie, O Koyejo, I Gupta
arXiv preprint arXiv:1805.10032 24, 2018
582018
Phocas: dimensional byzantine-resilient stochastic gradient descent
C Xie, O Koyejo, I Gupta
arXiv preprint arXiv:1805.09682, 2018
522018
Local AdaAlter: Communication-efficient stochastic gradient descent with adaptive learning rates
C Xie, O Koyejo, I Gupta, H Lin
arXiv preprint arXiv:1911.09030, 2019
452019
Cser: Communication-efficient sgd with error reset
C Xie, S Zheng, OO Koyejo, I Gupta, M Li, H Lin
Advances in Neural Information Processing Systems 33, 2020
392020
Baechi: fast device placement of machine learning graphs
B Jeon, L Cai, P Srivastava, J Jiang, X Ke, Y Meng, C Xie, I Gupta
Proceedings of the 11th ACM Symposium on Cloud Computing, 416-430, 2020
212020
S-powergraph: Streaming graph partitioning for natural graphs by vertex-cut
C Xie, WJ Li, Z Zhang
arXiv preprint arXiv:1511.02586, 2015
172015
Feature extraction and ensemble decision tree classifier in plant failure detection
C Xie, D Yang, Y Huang, D Sun
Annual Conference of the Prognostics and Health Management Society, 2015
162015
Practical distributed learning: Secure machine learning with communication-efficient local updates
C Xie, S Koyejo, I Gupta
European Conference on Machine Learning and Principles and Practice of …, 2019
152019
Zeno++: Robust asynchronous SGD with arbitrary number of Byzantine workers
C Xie, O Koyejo, I Gupta
arXiv preprint arXiv:1903.07020, 2019
142019
Compressed Communication for Distributed Training: Adaptive Methods and System
Y Zhong, C Xie, S Zheng, H Lin
arXiv preprint arXiv:2105.07829, 2021
72021
Faster Distributed Synchronous SGD with Weak Synchronization
C Xie, OO Koyejo, I Gupta
12018
Attack RMSE Leaderboard: An Introduction and Case Study
C Xie
arXiv preprint arXiv:1802.04947, 2018
2018
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