6 citations · 8 across the 4 of their papers we have counts for
4 papers
Transferring Inter-Class Correlation
Hui Wen, Yue Wu, Chenming Yang +4
The Teacher-Student (T-S) framework is widely utilized in the classification tasks, through which the performance of one neural network (the student) can be improved by transferrin…
H-VGRAE: A Hierarchical Stochastic Spatial-Temporal Embedding Method for Robust Anomaly Detection in Dynamic Networks
Chenming Yang, Liang Zhou, Hui Wen +2
Detecting anomalous edges and nodes in dynamic networks is critical in various areas, such as social media, computer networks, and so on. Recent approaches leverage network embeddi…
SOL: A Library for Scalable Online Learning Algorithms
Yue Wu, Steven C. H. Hoi, Chenghao Liu +3
SOL is an open-source library for scalable online learning algorithms, and is particularly suitable for learning with high-dimensional data. The library provides a family of regula…
Large-scale Online Feature Selection for Ultra-high Dimensional Sparse Data
Yue Wu, Steven C. H. Hoi, Tao Mei +1
Feature selection with large-scale high-dimensional data is important yet very challenging in machine learning and data mining. Online feature selection is a promising new paradigm…