Ubiquitous Computing
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Ubiquitous computing, or pervasive computing, is revolutionizing the way we interact with our living environments by embedding computational intelligence into everyday objects and systems. In smart homes, this technology creates interconnected, intelligent ecosystems that enhance comfort, security, and efficiency. Our research in ubiquitous computing focuses on developing and integrating advanced sensor networks, machine learning algorithms, and Internet of Things (IoT) devices to create adaptive, context-aware home environments. These smart systems learn and anticipate user behaviors, automate home settings for personalized experiences, and ensure robust security to safeguard user data and privacy. Additionally, we explore the social and ethical dimensions of smart home technologies, addressing issues like data ownership, user autonomy, and accessibility. By advancing ubiquitous computing in smart homes, we aim to improve the quality of life for all inhabitants, making everyday living more intuitive, responsive, and sustainable.
Members
Publications
3D Question Answering for City Scene Understanding
2024-10, ACM MULTIMEDIA 2024, 2024-10-28 ~ 2024-11-01, Melbourne, Australia
Sun, Penglei; Song, Yaoxian ; Liu, Xiang; Yang, Xiaofei ; Wang, Qiang; Li, Tiefeng; Yang, Yang; Chu, Xiaowen
Privacy-Preserving Edge Intelligence: A Perspective of Constrained Bandits
2024-07, 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024-04-21 ~ 2024-04-24, Dubai, United Arab Emirates, 10.1109/WCNC57260.2024.10570929
GNN-Aided Distributed GAN with Partially Observable Social Graph
2024-07, 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024-04-21 ~ 2024-04-21, Dubai, United Arab Emirates, 10.1109/WCNC57260.2024.10570928
NOMA-Enabled Multiuser Offloading in Multicell Edge Computing Networks: A Coalition Game Based Approach
2024-10, IEEE Transactions on Network Science and Engineering, Computer Science Computer Networks and Communications Computer Science Applications Engineering Control and Systems Engineering, Q1, vol.11, issue: 2, 10.1109/TNSE.2023.3339875, 2170 ~ 2181
Task-Oriented 6G Native-AI Network Architecture
2024-01, IEEE Network, TELECOMMUNICATIONS COMPUTER SCIENCE, HARDWARE & ARCHITECTURE COMPUTER SCIENCE, INFORMATION SYSTEMS ENGINEERING, ELECTRICAL & ELECTRONIC, Q1, vol.38, issue: 1, 10.1109/MNET.2023.3321464, 219 ~ 227
NAIR: An Efficient Distributed Deep Learning Architecture for Resource Constrained IoT System
2024-06, IEEE Internet of Things Journal, Computer Science Computer Networks and Communications Computer Science Applications Hardware and Architecture Information Systems Signal Processing Decision Sciences Information Systems and Management, Q1, vol.11, issue: 12, 10.1109/JIOT.2024.3375924, 21427 ~ 21439
Fairness-Aware Computation Offloading With Trajectory Optimization and Phase-Shift Design in RIS-Assisted Multi-UAV MEC Network
2024-06, IEEE Internet of Things Journal, Computer Science Computer Networks and Communications Computer Science Applications Hardware and Architecture Information Systems Signal Processing Decision Sciences Information Systems and Management, Q1, vol.11, issue: 11, 10.1109/JIOT.2024.3371395, 20547 ~ 20561
Toward Net-Zero Carbon Emissions in Network AI for 6G and Beyond
2024-04, IEEE Communications Magazine, Computer Science Computer Networks and Communications Computer Science Applications Engineering Electrical and Electronic Engineering, Q1, vol.62, issue: 4, 10.1109/MCOM.003.2300175, 58 ~ 64
Toward Scalable Wireless Federated Learning: Challenges and Solutions
2023-12, IEEE Internet of Things Magazine, TELECOMMUNICATIONS COMPUTER SCIENCE, HARDWARE & ARCHITECTURE COMPUTER SCIENCE, INFORMATION SYSTEMS ENGINEERING, ELECTRICAL & ELECTRONIC, Q1, vol.6, issue: 4, 10.1109/IOTM.001.2300099, 10 ~ 16
Multitask and Multiobjective Joint Resource Optimization for UAV-Assisted Air-Ground Integrated Networks Under Emergency Scenarios
2023-12, IEEE Internet of Things Journal, Computer Science Computer Networks and Communications Computer Science Applications Hardware and Architecture Information Systems Signal Processing Decision Sciences Information Systems and Management, Q1, vol.10, issue: 23, 10.1109/JIOT.2023.3284425, 20342 ~ 20357
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