Shiyu Liang
Shiyu Liang
Verified email at illinois.edu
Title
Cited by
Cited by
Year
Enhancing the reliability of out-of-distribution image detection in neural networks
S Liang, Y Li, R Srikant
6th International Conference on Learning Representations (ICLR), 2018, 2017
333*2017
Why deep neural networks for function approximation?
S Liang, R Srikant
5th International Conference on Learning Representations (ICLR), 2017, 2016
1572016
Why deep neural networks
S Liang, R Srikant
arXiv preprint arXiv:1610.04161, 2016
432016
Adding One Neuron Can Eliminate All Bad Local Minima
S Liang, R Sun, JD Lee, R Srikant
Thirty-second Conference on Neural Information Processing Systems (NeurIPS …, 2018
402018
Understanding the loss surface of neural networks for binary classification
S Liang, R Sun, Y Li, R Srikant
Thirty-sixth International Conference on Machine Learning (ICML), 2018, 2018
382018
FINE: A framework for distributed learning on incomplete observations for heterogeneous crowdsensing networks
L Fu, S Ma, L Kong, S Liang, X Wang
IEEE/ACM Transactions on Networking 26 (3), 1092-1109, 2018
42018
Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreasing Paths to Infinity
S Liang, R Sun, R Srikant
arXiv preprint arXiv:1912.13472, 2019
32019
The Global Landscape of Neural Networks: An Overview
R Sun, D Li, S Liang, T Ding, R Srikant
IEEE Signal Processing Magazine 37 (5), 95-108, 2020
2020
Are we still friends: Kernel multivariate survival analysis
S Liang, R Luo, G Chen, S Ma, W Wu, L Song, X Tian, X Wang
2014 IEEE Global Communications Conference, 405-410, 2014
2014
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Articles 1–9