2 papers
cs.AI2025
Enhancing Automated Paper Reproduction via Prompt-Free Collaborative Agents
Zijie Lin, Qilin Cai, Liang Shen +1
Automated paper reproduction has emerged as a promising approach to accelerate scientific research, employing multi-step workflow frameworks to systematically convert academic pape…
cs.SE2025
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers
Zijie Lin, Yiqing Shen, Qilin Cai +3
Machine Learning (ML) research is spread through academic papers featuring rich multimodal content, including text, diagrams, and tabular results. However, translating these multim…