Information analysis recommendation differs from conversational recommender systems (CRS) because relevance changes with the decision phase. The same event may support observation, interpretation, option selection, or action feedback, yet most large language model (LLM)-agent CRS represent dialogue state as intent and...
Chao-Yang Li, Yiwei Lu, Bo Huang et al.· Electronics· 0 citations
The growing affordability, autonomy, and swarming of small unmanned aerial vehicles (UAVs) turn low-altitude defense from single-shot interception into a multi-node cooperative decision problem, in which the loss of sensing, coordination, or engagement nodes breaks the closed loops linking them. This study formulates t...
Yihao Zhong, Changsheng Yin, Ruopeng Yang et al.· Drones· 0 citations
Accurate extraction of road networks from high-resolution remote sensing imagery is a fundamental task underpinning autonomous-driving navigation, urban spatial planning, and the dynamic updating of geographic information databases. Although existing road extraction methods attain outstanding pixel-level segmentation a...
Bo Huang, Yiwei Lu, Zi-Zhuo Li et al.· Remote Sensing· 0 citations
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