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Xiaohong Ji

2 accepted papers

2025

Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling

ICML 2025poster

Molecular pretrained representations (MPR) has emerged as a powerful approach for addressing the challenge of limited supervised data in applications such as drug discovery and material design. While early MPR methods relied on 1D sequences and 2D graphs, recent advancements have incorporated 3D co…

Cited by 1SourcePDFScholar
2024

Exploring Molecular Pretraining Model at Scale

NeurIPS 2024poster

In recent years, pretraining models have made significant advancements in the fields of natural language processing (NLP), computer vision (CV), and life sciences. The significant advancements in NLP and CV are predominantly driven by the expansion of model parameters and data size, a phenomenon now…

Cited by 1SourcePDFScholar