Xiao-Bin Chen

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...