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Author

Rui-Feng Xu

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

Disentangling Long-Term Memory via Latent Neuro-Symbolic Reasoning

LGM is presented, a novel neuro-symbolic framework that shifts long-term memory disentanglement into a continuous latent space and significantly outperforms state-of-the-art baselines in capturing both explicit and implicit preferences while enabling personalized responses.

Cai Ke, Xing-Hao Chen, Xiao-Yu Shen et al. · 1 citation
#artificial intelligence Preprint Sep 2026

Interactive Memory Learning for Long-Term Conversations

Recent advancements in large language models have significantly enhanced the capabilities of agents in modeling long-term conversations. Despite these successes, existing approaches typically adopt a static heuristic paradigm, where information is passively archived without adaptive memory valuation. Consequently, thes...

Cai Ke, Jiang-Yue Yan, Han Zhang et al. · 1 citation

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