Yiming Ren

3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information

3D-Mol predicts molecular properties using 3D structure information by contrastive learning on 20M unlabeled data, outperforming baselines on 5 benchmarks.

Identification of bioactive constituents for colitis from traditional Chinese medicine prescription via deep neural network

The paper uses a deep neural network to identify bioactive constituents in TCM prescriptions for colitis, finding that selected compounds effectively suppress disease progression in mice.