Author

Ziliang Pang

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Preprint Aug 2026

EviGraph: Evidence-Guided Autonomous Research Agents

EviGraph is introduced, an autonomous research framework that represents the research process as a typed evidence graph containing Problem, Gap, Hypothesis, Experiment, Finding, and Claim nodes, and the graph serves as the operational state of the agent rather than a post-hoc record.

Zhen-Jiang Ren, Rui-Ji Li, Xu-Jing Zhang et al. · 1 citation