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Efficient Task Assignment in Dependency-Cooperative Spatial Crowdsourcing

With the rapid advancement of mobile technology and ubiquitous computing, spatial crowdsourcing has emerged as a promising computing paradigm. The growing complexity of spatial tasks has increasingly driven the demand for coordination among interdependent tasks and the cooperative participation of mobile workers, which...

Lin-Shen Luan, Wei Chen, Ran Feng et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Unlocking Latent Personalization in LLMs

This work instantiates LatentPersonal with LoRA, leveraging its low-rank parameterization as a natural low-dimensional adaptation space for personalization, and infers a compact latent representation from a few user samples to guide user-specific model adaptation.

Wei Chen, Guanghui Zhu, Zhong-Liang Cai et al. · 0 citations

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