FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution

Jianrong Ding, Jianyuan Zhong, Zhengyan Shi +1

Large Language Models (LLMs) are increasingly used to brainstorm and evaluate research ideas, yet assessing such judgments is fundamentally difficult because the true impact of a n…