top of page
Te-Chuan Chiu

Assistant Professor

Dept. of Computer Science (CS)

National Tsing Hua University 
101, Section 2, Kuang-Fu Road, Hsinchu, Taiwan

Office: Delta 725

Tel: (+886)-3-5742806 
Email: theochiu [at]

Home: Info
Home: Info


To walk fast, walk alone; to walk far, walk together

Latest Publication

Semi-supervised Distributed Learning With Non-IID Data for AIoT Service Platform,
IEEE Internet of Things Journal, 2020.

Abstract: Thanks to the advances in wireless communication and machine learning technologies, we can envision a novel AIoT (AI + IoT) service platform that collects video data from individuals' edge devices. Then, it transforms the video data into useful information, providing services to IoT or smart city applications. However, collecting raw video data directly to the cloud server is merely possible due to network bandwidth limitations and data privacy concerns. One possible solution is to adopt federated learning, which enables edge devices to collaboratively train a shared model without sending the raw data to the cloud. Unfortunately, this scheme cannot directly be applied to the targeted scenario since it assumes labeled data for training, and only at the cloud, we have the human power and time to label the video data. Thus, to tackle those issues, we propose an edge learning system based on semisupervised learning and federated learning technologies.

Home: Latest Work


Home: Recruitment
Home: Recruitment

I’m seeking passionate students (including the undergraduate, master, and  Ph.D.) who would like to tackle the challenges in next-generation communications, edge intelligence/AI systems, and wireless networks. Specifically, I’m interested in the following directions:

  • Emerging techniques in B5G/6G communications

  • Edge intelligence/AI as a skill, system, service (EI3aaS)

  • Fog/edge computing and networking

  • Network privacy and security

Please fill in the contact form or send me an email to theochiu [at] describing your research interests and professional goals. In addition, please include your CV and academic transcripts in the attachments.​


Te-Chuan Chiu

Dept. of Computer Science (CS),

National Tsing Hua University,

101, Section 2, Kuang-Fu Road, Hsinchu, Taiwan

Tel: (+886)-3-5742806

Email: theochiu [at]

Thanks for your submitting!

Home: Contact
bottom of page