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B. Louhichi

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Aug 2026

DynaGraph-LLM: a dynamic ontological memory framework with multi-scale retrieval for mitigating contextual amnesia in large language models

DynaGraph-LLM is introduced, a novel neuro-symbolic architecture that endows LLMs with a dynamic, persistent, and structured memory and implements a Dual-Phase Memory Consolidation process, inspired by hippocampal-neocortical interactions in the human brain, to refine and abstract knowledge over time.

Abdelweheb Gueddes, B. Louhichi, Mohamed Ali Mahjoub · 0 citations