Jun 26, 2024 · MvMRL integrates multiple molecular representations from multi-views, including molecular fingerprints, molecular graphs, and SMILES, which ...
We evaluate the performance of MvMRL on 11 benchmark datasets, and experimental results show that MvMRL outperforms state-of-the-art methods, ...
Jul 24, 2024 · We evaluate the performance of MvMRL on 11 benchmark datasets, and experimental results show that MvMRL outperforms state-of-the-art methods, ...
Jan 7, 2024 · A novel multi-modal representation learning model, which integrates the sequence, graph, and geometry characteristics, is proposed for molecular property ...
In this paper, a novel multi-modal representation learning model, which integrates the sequence, graph, and geometry characteristics, is proposed for molecular ...
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MvMRL: a multi-view molecular representation learning method for molecular property prediction. Article. Full-text available. May 2024; BRIEF BIOINFORM. Ru ...
MvMRL: a multi-view molecular representation learning method for molecular property prediction · Computer Science, Chemistry. Briefings in bioinformatics · 2024.
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MvMRL: a multi-view molecular representation learning method for molecular property prediction · Ru ZhangYanmei Lin +4 authors. Yuzhong Peng. Computer Science ...
MvMRL: a multi-view molecular representation learning method for molecular property prediction. Ru Zhang, Yanmei Lin, Yijia Wu, Lei Deng, Hao Zhang, Mingzhi ...
Multi-view represen- tations are an attractive method to improve representations in an unsupervised manner, and could be useful for prediction tasks, ...