Qing-Xin Wei

Open-ended Human Activity Understanding via LLM-assisted Motion Decomposition and Semantic Fusion

Human activity is a fundamental component of intelligent interactive systems. Existing human activity recognition (HAR) follows a closed-ended assumption—defining a fixed set of activity classes and classifying each sensor signal into one of them—yet real-world human behavior is complex and ever-changing and thus canno...