Search Results for author: Zhenyu Wen

Found 3 papers, 2 papers with code

Data Augmentation on Graphs: A Technical Survey

1 code implementation20 Dec 2022 Jiajun Zhou, Chenxuan Xie, Zhenyu Wen, Xiangyu Zhao, Qi Xuan

In recent years, graph representation learning has achieved remarkable success while suffering from low-quality data problems.

Data Augmentation Graph Representation Learning

Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition

1 code implementation15 Feb 2022 Jie Su, Zhenyu Wen, Tao Lin, Yu Guan

To address this issue, in this work, we proposed a Behaviour Pattern Disentanglement (BPD) framework, which can disentangle the behavior patterns from the irrelevant noises such as personal styles or environmental noises, etc.

Disentanglement Human Activity Recognition

Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey

no code implementations11 Oct 2019 Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer Rana, Lizhe Wang, Maciej Koutny, Rajiv Ranjan

Machine Learning (ML) and Internet of Things (IoT) are complementary advances: ML techniques unlock complete potentials of IoT with intelligence, and IoT applications increasingly feed data collected by sensors into ML models, thereby employing results to improve their business processes and services.

BIG-bench Machine Learning

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