4 citations · 5 across the 2 of their papers we have counts for
4 papers
Backdoor Attacks in the Supply Chain of Masked Image Modeling
Xinyue Shen, Xinlei He, Zheng Li +3
Masked image modeling (MIM) revolutionizes self-supervised learning (SSL) for image pre-training. In contrast to previous dominating self-supervised methods, i.e., contrastive lear…
Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis
Qinghua Liu, Xinyue Shen, Yuantao Gu
Linearized alternating direction method of multipliers (ADMM) as an extension of ADMM has been widely used to solve linearly constrained problems in signal processing, machine lean…
Disciplined Convex-Concave Programming
Xinyue Shen, Steven Diamond, Yuantao Gu +1
In this paper we introduce disciplined convex-concave programming (DCCP), which combines the ideas of disciplined convex programming (DCP) with convex-concave programming (CCP). Co…
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression
Xinyue Shen, Yuantao Gu
Structures play a significant role in the field of signal processing. As a representative of structural data, low rank matrix along with its restricted isometry property (RIP) has…