Felix Xinnan Yu
Felix Xinnan Yu
Research Scientist, Google New York
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Federated Learning: Strategies for Improving Communication Efficiency
J Konečný, HB McMahan, FX Yu, P Richtárik, AT Suresh, D Bacon
arXiv preprint arXiv:1610.05492, 2016
16552016
Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
9342019
Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
9342019
An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections
Y Cheng, FX Yu, R Feris, S Kumar, A Choudhary, SF Chang
International Conference on Computer Vision, 2015
304*2015
Designing Category-Level Attributes for Discriminative Visual Recognition
FX Yu, L Cao, RS Feris, JR Smith, SF Chang
Computer Vision and Pattern Recognition, 2013
2232013
cpSGD: Communication-efficient and differentially-private distributed SGD
N Agarwal, AT Suresh, F Yu, S Kumar, HB Mcmahan
Neural Information Processing Systems, 2018
1992018
Distributed Mean Estimation with Limited Communication
AT Suresh, FX Yu, HB McMahan, S Kumar
ICML 2017, 2017
1662017
Circulant Binary Embedding
FX Yu, S Kumar, Y Gong, SF Chang
31st International Conference on Machine Learning (ICML-14), 946--954, 2014
1552014
Orthogonal random features
FX Yu, AT Suresh, K Choromanski, D Holtmann-Rice, S Kumar
Advances in Neural Information Processing Systems, 2016
1462016
Video Event Detection by Inferring Temporal Instance Labels
KT Lai, FX Yu, MS Chen, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2014
1372014
Weak attributes for large-scale image retrieval
FX Yu, R Ji, MH Tsai, G Ye, SF Chang
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012
1162012
Object-based visual sentiment concept analysis and application
T Chen, FX Yu, J Chen, Y Cui, YY Chen, SF Chang
Proceedings of the ACM International Conference on Multimedia, 367-376, 2014
1122014
Learning Spread-out Local Feature Descriptors
X Zhang, FX Yu, S Kumar, SF Chang
ICCV 2017, 2017
1042017
SVM for learning with label proportions
FX Yu, D Liu, S Kumar, T Jebara, SF Chang
the 30rd International Conference on Machine learning (ICML), 2013
102*2013
Deep Transfer Network: Unsupervised Domain Adaptation
X Zhang, FX Yu, SF Chang, S Wang
arXiv preprint arXiv:1503.00591, 2015
942015
Pre-training Tasks for Embedding-based Large-scale Retrieval
WC Chang, FX Yu, YW Chang, Y Yang, S Kumar
arXiv preprint arXiv:2002.03932, 2020
862020
Spherical Random Features for Polynomial Kernels
J Pennington, XY Felix, S Kumar
Neural Information Processing Systems (NIPS), 2015
652015
Learning Discriminative and Transformation Covariant Local Feature Detectors
X Zhang, FX Yu, S Karaman, SF Chang
Computer Vision and Pattern Recognition, 2017
632017
Active query sensing for mobile location search
FX Yu, R Ji, SF Chang
Proceedings of the 19th ACM international conference on Multimedia, 3-12, 2011
612011
Compact Nonlinear Maps and Circulant Extensions
FX Yu, S Kumar, H Rowley, SF Chang
arXiv preprint arXiv:1503.03893, 2015
502015
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