Papers & preprints

Understanding the Role of Reasoning Data in Pretraining

Jianhao Huang, Allan Zhang, Baharan Mirzasoleiman

ICLR 2027 (Under Review)

Beyond What Seems Necessary: Hidden Gains from Scaling Training-Time Reasoning Length under Outcome Supervision

Yihao Xue, Allan Zhang, Jianhao Huang, Amit Sahai, Baharan Mirzasoleiman

NeurIPS 2026