20 citations · 22 across the 4 of their papers we have counts for
4 papers
DKWS: A Distributed System for Keyword Search on Massive Graphs (Complete Version)
Jiaxin Jiang, Byron Choi, Xin Huang +2
Due to the unstructuredness and the lack of schemas of graphs, such as knowledge graphs, social networks, and RDF graphs, keyword search for querying such graphs has been proposed.…
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering
Guozhong Li, Byron Choi, Jianliang Xu +3
Time series shapelets are discriminative subsequences that have been recently found effective for time series clustering (TSC). The shapelets are convenient for interpreting the cl…
Reliable Adversarial Distillation with Unreliable Teachers
Jianing Zhu, Jiangchao Yao, Bo Han +6
In ordinary distillation, student networks are trained with soft labels (SLs) given by pretrained teacher networks, and students are expected to improve upon teachers since SLs are…
A Divide-and-Conquer Approach to Geometric Sampling for Active Learning
Xiaofeng Cao
Active learning (AL) repeatedly trains the classifier with the minimum labeling budget to improve the current classification model. The training process is usually supervised by an…