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cs.LG2026
A Unified Memory Perspective for Probabilistic Trustworthy AI
Xueji Zhao, Likai Pei, Jianbo Liu +2
Trustworthy artificial intelligence increasingly relies on probabilistic computation to achieve robustness, interpretability, security and privacy. In practical systems, such workl…
cs.LG2024★ 1 cited
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
Ruiyang Qin, Zheyu Yan, Dewen Zeng +8
Large Language Models (LLMs) deployed on edge devices learn through fine-tuning and updating a certain portion of their parameters. Although such learning methods can be optimized…