الباحثون

Jiangyue Yan

المنشورات 2

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

Cai Ke, Xin Liu, Han Zhang وآخرون · 2026

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 …

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Interactive Memory Learning for Long-Term Conversations

Cai Ke, Jiangyue Yan, Han Zhang وآخرون · 2026

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 …

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