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20242026
most citedMake Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask

14 citations · 23 across the 6 of their papers we have counts for

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cs.LG2026

SmartBench: Evaluating LLMs in Smart Homes with Anomalous Device States and Behavioral Contexts

Qingsong Zou, Zhi Yan, Zhiyao Xu +3

Due to the strong context-awareness capabilities demonstrated by large language models (LLMs), recent research has begun exploring their integration into smart home assistants to h…