238 citations · 379 across the 5 of their papers we have counts for
5 papers
Semi-supervised representation learning via dual autoencoders for domain adaptation
Shuai Yang, Hao Wang, Yuhong Zhang +3
Domain adaptation aims to exploit the knowledge in source domain to promote the learning tasks in target domain, which plays a critical role in real-world applications. Recently, l…
Online Feature Selection with Group Structure Analysis
Jing Wang, Meng Wang, Peipei Li +4
Online selection of dynamic features has attracted intensive interest in recent years. However, existing online feature selection methods evaluate features individually and ignore…
Visual Processing by a Unified Schatten- Norm and Norm Regularized Principal Component Pursuit
Jing Wang, Meng Wang, Xuegang Hu +1
In this paper, we propose a non-convex formulation to recover the authentic structure from the corrupted real data. Typically, the specific structure is assumed to be low rank, whi…
Role-based Label Propagation Algorithm for Community Detection
Xuegang Hu, Wei He, Huizong Li +1
Community structure of networks provides comprehensive insight into their organizational structure and functional behavior. LPA is one of the most commonly adopted community detect…
Robust Face Recognition via Adaptive Sparse Representation
Jing Wang, Canyi Lu, Meng Wang +3
Sparse Representation (or coding) based Classification (SRC) has gained great success in face recognition in recent years. However, SRC emphasizes the sparsity too much and overloo…