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Hao-Wei Liu

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#artificial intelligence Preprint Oct 2026

HyWe: Unifying Search and Operation for Real-World Hybrid Web Tasks

Real-world hybrid web tasks need both information gathering and page interaction, yet search-based and operation-based agents are developed and evaluated separately. To bridge this gap, we introduce HyWe, a framework that unifies both capabilities within one model and trajectory. Its two modes use dedicated prompts and...

Zi-Jian Cai, Hao-Wei Liu, Kai-Lai Chen et al. · 0 citations
#natural language process... Preprint Oct 2026

Event-Centric Memory with Query-Aware Graph Augmentation for Long-Term Conversational Agents

For persistent and personalized conversational agents, memory systems can enable them to remember, update, and reason over long histories by storing past interactions and retrieving relevant information. Existing memory systems typically follow two paradigms: flat-structured memory and graph-based memory. The former is...

Yi-Chen Liu, Chun-Feng Yuan, Hao-Wei Liu et al. · 0 citations

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