DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments. - Yuxiang Zheng; Dayuan Fu; Xiangkun Hu; Xiaojie Cai; Lyumanshan Ye; Pengrui Lu; Pengfei Liu 003 (CoRR, 2025)

Interaction as Intelligence: Deep Research With Human-AI Partnership. - Lyumanshan Ye; Xiaojie Cai; Xinkai Wang; Junfei Wang; Xiangkun Hu; Jiadi Su; Yang Nan; Sihan Wang; Bohan Zhang; Xiaoze Fan; Jinbin Luo; Yuxiang Zheng; et al. (CoRR, 2025)

ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry. - Tianze Xu; Pengrui Lu; Lyumanshan Ye; Xiangkun Hu; Pengfei Liu 003 (CoRR, 2025)