Search Results for author: Zhiguang Fan

Found 2 papers, 2 papers with code

Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction

1 code implementation16 Oct 2023 Zhiguang Fan, Yuedong Yang, Mingyuan Xu, Hongming Chen

Particularly in biomedical relationship prediction tasks, NC-KGE outperforms all baselines on datasets such as PharmKG8k-28, DRKG17k-21, and BioKG72k-14, especially in predicting drug combination relationships.

Contrastive Learning Knowledge Graph Embedding +1

EC-Conf: An Ultra-fast Diffusion Model for Molecular Conformation Generation with Equivariant Consistency

1 code implementation1 Aug 2023 Zhiguang Fan, Yuedong Yang, Mingyuan Xu, Hongming Chen

In this paper, an equivariant consistency model (EC-Conf) was proposed as a fast diffusion method for low-energy conformation generation.

Denoising

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