@article{evigraphevidenceguidedautonomousresearch, title = {EviGraph: Evidence-Guided Autonomous Research Agents}, author = {Zhenjiang Ren and Ruiji Li and Xujing Zhang and Ziliang Pang and Shuo Ren and Jiajun Zhang}, year = {2026}, eprint = {2608.04738}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.04738}, }