Distributed statistical machine learning in adversarial settings: Byzantine gradient descent Y Chen, L Su, J Xu Proceedings of the ACM on Measurement and Analysis of Computing Systems 1 (2 …, 2017 | 713 | 2017 |
Achieving exact cluster recovery threshold via semidefinite programming B Hajek, Y Wu, J Xu IEEE Transactions on Information Theory 62 (5), 2788-2797, 2016 | 265 | 2016 |
On the accuracy of the Wyner model in cellular networks J Xu, J Zhang, JG Andrews IEEE Transactions on Wireless Communications 10 (9), 3098-3109, 2011 | 190 | 2011 |
Achieving exact cluster recovery threshold via semidefinite programming: Extensions B Hajek, Y Wu, J Xu IEEE Transactions on Information Theory 62 (10), 5918-5937, 2016 | 160 | 2016 |
Statistical-computational tradeoffs in planted problems and submatrix localization with a growing number of clusters and submatrices Y Chen, J Xu Journal of Machine Learning Research 17 (27), 1-57, 2016 | 144 | 2016 |
Computational lower bounds for community detection on random graphs B Hajek, Y Wu, J Xu Conference on Learning Theory, 899-928, 2015 | 134 | 2015 |
Convexified modularity maximization for degree-corrected stochastic block models Y Chen, X Li, J Xu | 128 | 2018 |
Minimax-optimal inference from partial rankings B Hajek, S Oh, J Xu Advances in Neural Information Processing Systems 27, 2014 | 118 | 2014 |
Statistical-computational tradeoffs in planted problems and submatrix localization with a growing number of clusters and submatrices Y Chen, J Xu arXiv preprint arXiv:1402.1267, 2014 | 108 | 2014 |
Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization J Banks, C Moore, R Vershynin, N Verzelen, J Xu IEEE Transactions on Information Theory 64 (7), 4872-4894, 2018 | 101 | 2018 |
Rates of convergence of spectral methods for graphon estimation J Xu International Conference on Machine Learning, 5433-5442, 2018 | 95 | 2018 |
Efficient random graph matching via degree profiles J Ding, Z Ma, Y Wu, J Xu Probability Theory and Related Fields 179, 29-115, 2021 | 94 | 2021 |
Mutual information in rank-one matrix estimation F Krzakala, J Xu, L Zdeborová 2016 IEEE Information Theory Workshop (ITW), 71-75, 2016 | 90 | 2016 |
Seeded graph matching via large neighborhood statistics E Mossel, J Xu Random Structures & Algorithms 57 (3), 570-611, 2020 | 78 | 2020 |
Convex relaxation methods for community detection X Li, Y Chen, J Xu | 69 | 2021 |
MISO broadcast channels with delayed finite-rate feedback: Predict or observe? J Xu, JG Andrews, SA Jafar IEEE Transactions on Wireless Communications 11 (4), 1456-1467, 2012 | 69 | 2012 |
Settling the sharp reconstruction thresholds of random graph matching Y Wu, J Xu, HY Sophie IEEE Transactions on Information Theory 68 (8), 5391-5417, 2022 | 68 | 2022 |
Local algorithms for block models with side information E Mossel, J Xu Proceedings of the 2016 ACM Conference on Innovations in Theoretical …, 2016 | 66 | 2016 |
Information limits for recovering a hidden community B Hajek, Y Wu, J Xu IEEE Transactions on Information Theory 63 (8), 4729-4745, 2017 | 65 | 2017 |
Securing distributed gradient descent in high dimensional statistical learning L Su, J Xu Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (1 …, 2019 | 62 | 2019 |