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cs.AI2025
ExplicitLM: Decoupling Knowledge from Parameters via Explicit Memory Banks
Chengzhang Yu, Zening Lu, Chenyang Zheng +3
Large language models suffer from knowledge staleness and lack of interpretability due to implicit knowledge storage across entangled network parameters, preventing targeted update…
cs.AI2025
Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach
Hongyan Cheng, Chengzhang Yu, Yanshu Shi +3
The post-pandemic surge in healthcare demand, coupled with critical nursing shortages, has placed unprecedented pressure on medical triage systems, necessitating innovative AI-driv…