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Author

Xiao-Ming Tao

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#artificial intelligence Preprint Oct 2026

SLICE-Mem: Salience-Gated Lightweight Information Curation for Efficient LLM Agent Memory

Long-term memory enables large language model (LLM) agents to maintain personalized and temporally coherent interactions, but repeated LLM inference for memory admission, extraction, and organization introduces substantial cost and latency. We present SLICE-Mem, a lightweight memory framework that combines salience-gui...

Xiao-Bin Chen, Dian Jin, Lin Shu et al. · 0 citations
#human-computer interacti... Preprint Oct 2026

olBlend: Language-Guided Molecular Blend Retrieval with Mixture Odor Prediction

This work proposes olBlend, a language-guided framework for molecular mixture retrieval that uses MixPOM to predict odor probabilities for candidate molecular pairs and stores these predictions for retrieval, and uses a language model to translate each odor description into three types of semantic requirements.

Dian Jin, Zhe-Chang Chen, Qi-Lin Liang et al. · 0 citations

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