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Guang Zeng

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Book Open access Nov 2026

MemDTG: Dynamic Temporal Memory Graphs for Evidence-Admissible Agent Memory

Long-term agent memory is an online, non-monotonic retrieval problem. New interactions may reinforce, contradict, supersede, specialize, abstract, or expire earlier memories; the same fact can be a wrong current answer, a correct historical answer, or necessary transition evidence depending on query intent. Existing ch...

Ya-Xin Deng, Hong-Chao Qin, Tian-Yi Gao et al. · 0 citations

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