HONG, Zhiqing - HKUST Class Schedule & Quota

Class Schedule & Quota
2026-27 Fall 2025-26 Summer 2025-26 Spring 2025-26 Winter
2026-27 Fall
Common Core Course
The class information on this page will normally be updated every 15 to 20 minutes during class enrollment period.
» Student Information System (SIS)» PG Program/Course Catalog
Notes & Links
This service was first adapted from a student contribution in 2011-12 Fall. The efforts of all concerned are duly acknowledged.

AIAA AMAT BSBE CMAA CNCC CNGF DLED DSAA EOAS FTEC FUNH INFH INTR IOTA IPEN LANG MICS MOES MSSM PDEV PLED ROAS SEEN SMMG SOCH SYSH UCMP UCUG UFUG UGOD

COURSE INFO

DESCRIPTION	This course introduces fundamental and advanced machine learning techniques for ubiquitous computing systems, with a focus on sensor-driven human-centric applications. It covers representation learning from multimodal sensor data, self-supervised learning, generative AI, and challenges such as domain shift, personalization, and on-device deployment. Through case studies in wearable AI, mobile computing, and smart cities, students will learn how to design, analyze, and deploy scalable learning systems in real-world ubiquitous settings.

DESCRIPTION

This course introduces fundamental and advanced machine learning techniques for ubiquitous computing systems, with a focus on sensor-driven human-centric applications. It covers representation learning from multimodal sensor data, self-supervised learning, generative AI, and challenges such as domain shift, personalization, and on-device deployment. Through case studies in wearable AI, mobile computing, and smart cities, students will learn how to design, analyze, and deploy scalable learning systems in real-world ubiquitous settings.

IOTA 6910M - Machine Learning for Ubiquitous Computing (3 units)

Section	Date & Time	Room	Instructor	Quota	Enrol	Avail	Wait	Remarks
L01 (6939)	Tu 09:00AM - 11:50AM	Rm 306, C7 Library	HONG, Zhiqing	30	18	12	0