引用次数
引用: 4,040
H-指数: 26
I10-指数 : 44
出版物: 79
Signal Characterization and Achievable Transmission Rate of VLC Under Receiver Nonlinearity
CHEN GONG XIAONA LIU , DIFAN ZOU , ZUNAIRA BABAR , ZHENGYUAN XU
Stochastic Variance-Reduced Hamilton Monte Carlo Methods
Quanquan Gu , Difan Zou , Pan Xu
arXiv: Machine Learning
5
2018
Subsampled Stochastic Variance-Reduced Gradient Langevin Dynamics.
Quanquan Gu , Difan Zou , Pan Xu
uncertainty in artificial intelligence 508 -518
9
2018
Sampling from Non-Log-Concave Distributions via Variance-Reduced Gradient Langevin Dynamics
Quanquan Gu , Difan Zou , Pan Xu
international conference on artificial intelligence and statistics 2936 -2945
8
2019
An Improved Analysis of Training Over-parameterized Deep Neural Networks
Quanquan Gu , Difan Zou
neural information processing systems 32 2053 -2062
171
2019
Stochastic Gradient Hamiltonian Monte Carlo Methods with Recursive Variance Reduction
Quanquan Gu , Difan Zou , Pan Xu
neural information processing systems 32 3835 -3846
11
2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks
Yizhou Sun , Quanquan Gu , Difan Zou , Ziniu Hu
arXiv: Learning
163
2019
How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
Quanquan Gu , Yuan Cao , Difan Zou , Zixiang Chen
arXiv: Learning
99
2019
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise.
Quanquan Gu , Difan Zou , Spencer Frei
arXiv: Learning
10
2021
Signal Characterization and Achievable Transmission Rate of VLC Under Receiver Nonlinearity
Xiaona Liu , Chen Gong , Difan Zou , Zunaira Babar
IEEE Access 7 137030 -137039
1
2019
Non-line-of-sight scattering channel modeling for underwater optical wireless communication
Weihao Liu , Difan Zou , Zhengyuan Xu , Jiancheng Yu
ieee international conference on cyber technology in automation control and intelligent systems 1265 -1268
32
2015
A Comprehensive Accuracy Analysis of Visible Light Positioning under Shot Noise
Xiaona Liu , Difan Zou , Nuo Huang , Sha Zhang
international conference on communications
7
2020
Optical rogue waves in the non-line-of-sight scattering and turbulence channels
Shangbin Li , Chen Gong , Boyang Huang , Difan Zou
international conference on communications
2020
Performance of non-line-of-sight ultraviolet scattering communication under different altitudes
Difan Zou , Zhengyuan Xu , Chen Gong
2016 IEEE/CIC International Conference on Communications in China (ICCC) 1 -5
4
2016
Wavelength dependent channel characterization for underwater optical wireless communications
Weihao Liu , Difan Zou , Peilin Wang , Zhengyuan Xu
international conference on signal processing 895 -899
16
2014
Characterization on Practical Photon Counting Receiver in Optical Scattering Communication
Difan Zou , Chen Gong , Kun Wang , Zhengyuan Xu
IEEE Transactions on Communications 67 ( 3) 2203 -2217
34
2019
Epidemic Model Guided Machine Learning for COVID-19 Forecasts in the United States
Difan Zou , Lingxiao Wang , Pan Xu , Jinghui Chen
medRxiv
93
2020
Signal Detection Under Short-Interval Sampling of Continuous Waveforms for Optical Wireless Scattering Communication
Difan Zou , Chen Gong , Zhengyuan Xu
IEEE Transactions on Wireless Communications 17 ( 5) 3431 -3443
8
2018
Laplacian Smoothing Stochastic Gradient Markov Chain Monte Carlo
Bao Wang , Difan Zou , Quanquan Gu , Stanley J. Osher
SIAM Journal on Scientific Computing 43 ( 1)
3
2021
Turbulence Channel Modeling and Non-Parametric Estimation for Optical Wireless Scattering Communication
Kun Wang , Chen Gong , Difan Zou , Zhengyuan Xu
Journal of Lightwave Technology 35 ( 13) 2746 -2756
10
2017