Zhicheng He

Zhicheng He

he/him

Second-year graduate student in the Department of Biomedical Engineering at the National University of Singapore (NUS).
Research interests: medical image analysis and multi-modal large language models.

SciXplain: Structure-Aware Representation Learning for Scientific Method Diagrams

Published in International Workshop on Document Analysis Systems (DAS), 2026

SciXplain uses structural and geometric supervision to improve the understanding of relationships in scientific method diagrams.

Recommended citation: Zhicheng He, Zheyi Deng, Junhao Ren, Xiaoqing Lyu. (2026). "SciXplain: Structure-Aware Representation Learning for Scientific Method Diagrams." Document Analysis Systems (DAS 2026), Pages 474-490.
Download Paper