Xiangyi Chen
Title
Cited by
Cited by
Year
Learning to optimize: Training deep neural networks for interference management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (20), 5438-5453, 2018
351*2018
On the convergence of a class of adam-type algorithms for non-convex optimization
X Chen, S Liu, R Sun, M Hong
International Conference on Learning Representations, 2018
1202018
A deep learning method for online capacity estimation of lithium-ion batteries
S Shen, M Sadoughi, X Chen, M Hong, C Hu
Journal of Energy Storage 25, 100817, 2019
35*2019
signSGD via zeroth-order oracle
S Liu, PY Chen, X Chen, M Hong
International Conference on Learning Representations, 2018
192018
Zo-adamm: Zeroth-order adaptive momentum method for black-box optimization
X Chen, S Liu, K Xu, X Li, X Lin, M Hong, D Cox
Advances in Neural Information Processing Systems, 7204-7215, 2019
162019
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks
S Liu, S Lu, X Chen, Y Feng, K Xu, A Al-Dujaili, M Hong, UM O’Reilly
International Conference on Machine Learning, 6282-6293, 2020
11*2020
Distributed Training with Heterogeneous Data: Bridging Median-and Mean-Based Algorithms
X Chen, T Chen, H Sun, ZS Wu, M Hong
Advances in Neural Information Processing Systems 33, 2020
112020
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
S Lu, R Singh, X Chen, Y Chen, M Hong
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 680-684, 2019
7*2019
Understanding Gradient Clipping in Private SGD: A Geometric Perspective
X Chen, ZS Wu, M Hong
Advances in Neural Information Processing Systems 33, 2020
52020
Joint transmit beamforming and antenna selection in MIMO systems
M Zhao, X Chen, Q Shi, W Xu
IEEE Wireless Communications Letters 7 (5), 716-719, 2018
22018
Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds
Y Zhou, X Chen, M Hong, ZS Wu, A Banerjee
arXiv preprint arXiv:2006.13501, 2020
12020
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Articles 1–11