الباحثون

Zhichun Guo

المنشورات 2

نسخة أولية وصول مفتوح

Navigating Route Latent Space for Synthesizable Molecular Design

Tao Li, Tuan Vinh, Monika Raj وآخرون · 2026

Goal-directed molecular design has advanced rapidly, yet a substantial proportion of designed molecules remain difficult to synthesize in practice, limiting their real-world utility. Prior synthesizability-aware methods either project generated molecules back to synthesizable analogs that deviate from the intended targ …

نسخة أولية وصول مفتوح

Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance

Songtao Wei, Yi Li, Zhichun Guo وآخرون · 2026

Multi-agent systems (MAS) built from large language models coordinate specialized agents to tackle complex tasks, but effective workflows are difficult to design in advance. Test-time evolution refines workflows using execution feedback, yet broad revisions can disturb useful components, while re-executing unchanged re …

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