作者位次 #10/10NeurIPS 2026Poster
Towards Unified Memory Adaptation for LLM Agents: Textual, Latent, and Parametric Pathways
Rui Li · Haoran Tan · Xiaohe Bo · Yiqun Chen · Meizhi Zhong · Xiaochi Wei · Yan Gao · YIWU · Yao Hu · Xu Chen
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Rui Li · Haoran Tan · Xiaohe Bo · Yiqun Chen · Meizhi Zhong · Xiaochi Wei · Yan Gao · YIWU · Yao Hu · Xu Chen
Xueyang Feng · Weinan Gan · Xu Chen · Quanyu Dai · Yong Liu
Zihang Tian · Rui Li · Jingsen Zhang · Xiaohe Bo · Wei Huo · Xu Chen
Rui Li · Xiaofen WU · Mingqian Liu · Xiaoxia Song · Xu Xiangjun · Jiacheng Qiao · Zhuang Boqin · Xu Chen
Current Large Language Models (LLMs) demonstrate exceptional performance on medical benchmarks. However, models that excel in standardized tests focused on medical knowledge recall are not necessarily effective in real-world healthcare scenarios. This disparity between academic performance and cl...