29 citations · 51 across the 4 of their papers we have counts for
4 papers
Data Augmentation on Graphs: A Technical Survey
Jiajun Zhou, Chenxuan Xie, Shengbo Gong +4
In recent years, graph representation learning has achieved remarkable success while suffering from low-quality data problems. As a mature technology to improve data quality in com…
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition
Jie Su, Zhenyu Wen, Tao Lin +1
In wearable-based human activity recognition (HAR) research, one of the major challenges is the large intra-class variability problem. The collected activity signal is often, if no…
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey
Bin Qian, Jie Su, Zhenyu Wen +11
Machine Learning (ML) and Internet of Things (IoT) are complementary advances: ML techniques unlock complete potentials of IoT with intelligence, and IoT applications increasingly…
Approximate Edge Analytics for the IoT Ecosystem
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia +2
IoT-enabled devices continue to generate a massive amount of data. Transforming this continuously arriving raw data into timely insights is critical for many modern online services…