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Bingyuan Liu
Bingyuan Liu
Senior Research Data Scientist, Google Inc.
Verified email at google.com
Title
Cited by
Cited by
Year
A manifold proximal linear method for sparse spectral clustering with application to single-cell RNA sequencing data analysis
Z Wang, B Liu, S Chen, S Ma, L Xue, H Zhao
INFORMS Journal on Optimization 4 (2), 200-214, 2022
192022
Cross-product manipulation in electricity markets, microstructure models and asymmetric information
CL Prete, WW Hogan, B Liu, J Wang
The Energy Journal 40 (5), 221-246, 2019
142019
Improving neural network robustness through neighborhood preserving layers
B Liu, C Malon, L Xue, E Kruus
Image and Vision Computing 123, 104469, 2022
82022
Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis
B Liu, Q Zhang, L Xue, PXK Song, J Kang
Journal of the American Statistical Association 119 (545), 715-729, 2024
32024
Analyzing Attention Mechanisms through Lens of Sample Complexity and Loss Landscape
B Liu, Y Balaji, L Xue, MR Min
22020
Sparse kernel sufficient dimension reduction
B Liu, L Xue
Journal of Nonparametric Statistics, 1-24, 2024
2024
Topics on Nonconvex Learning
B Liu
The Pennsylvania State University, 2021
2021
Supplement to “Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis”
B Liu, Q Zhang, L Xue, PXK Song, J Kang
Supplement to Sparse Kernel Sufficient Dimension Reduction
B Liu, L Xue
Understanding Attention Mechanisms
B Liu, Y Balaji, L Xue, MR Min
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Articles 1–10