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Author

Kailai Sun

2 papers indexed here

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Open access Oct 2026

Lightweight head-based multi-object tracking in crowded built environments

Multi-object tracking (MOT) provides an effective approach for occupant monitoring in intelligent built environments. Real-time MOT is challenging on resource-constrained edge devices. This study establishes a systematic evaluation framework for lightweight head-based MOT, examining structured channel pruning and quant...

Yu-Lai Cui, Zi-Jie Gao, Kai-Lai Sun · 0 citations
Preprint Aug 2026

ADAPT: Physics-Aware Diffusion-based World Models for Adaptive Predictive Transferable HVAC Control

Buildings account for roughly one-third of global energy consumption and CO$_2$ emissions. Optimizing indoor climate systems plays a critical role for urban climate mitigation aligned with UN Sustainable Development Goals 11 and 13. However, indoor delayed thermodynamic responses and partial observability severely hind...

Xu Yang, Kai-Lai Sun, Dianyu Zhong et al. · 0 citations

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