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Jiang-Yue Yan

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#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
#artificial intelligence Preprint Sep 2026

ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents

Lifelong conversational agents rely on memory systems to maintain deep, context-aware interactions with users. However, existing explicit textual memory pipelines suffer from a severe information bottleneck, often losing subtle behavioral patterns and emotional shifts. Furthermore, being typically static post-deploymen...

Cai Ke, Xin Liu, Han Zhang et al. · 1 citation

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