Reject or Not?: A Benchmark for Voice Assistant Query Rejection in Smart Home Scenario and an Improved Method Based on LLMs. - Huichao Men; Yizhen Hu; Yingyang He; Yu Gao; Xiaofeng Mou; Yi Xu (CoRR, 2025)

An Autonomous Agent Framework for Feature-Label Extraction from Device Dialogues and Automatic Multi-Dimensional Device Hosting Planning Based on Large Language Models. - Huichao Men; Yizhen Hu; Yu Gao; Xiaofeng Mou; Yi Xu; Xinhua Xiao (CoRR, 2026)