Zobrazeno 1 - 10 of 501 pro vyhledávání: '"Jiang, Tianyi"'
1
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Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
Autor: Wang, Zeyu, Jiang, Tianyi, Lu, Yao, Bao, Xiaoze, Yu, Shanqing, Wei, Bin, Xuan, Qi
Recently, few-shot molecular property prediction (FSMPP) has garnered increasing attention. Despite impressive breakthroughs achieved by existing methods, they often overlook the inherent many-to-many relationships between molecules and properties, w
Externí odkaz: http://arxiv.org/abs/2405.15544
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2
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Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, Geometry
Autor: Wang, Zeyu, Jiang, Tianyi, Wang, Jinhuan, Xuan, Qi
Molecular property prediction refers to the task of labeling molecules with some biochemical properties, playing a pivotal role in the drug discovery and design process. Recently, with the advancement of machine learning, deep learning-based molecula
Externí odkaz: http://arxiv.org/abs/2401.03369
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4
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Characteristic polynomials and finitely dimensional representations of $\mathfrak{sl}(2, \mathbb{C})$
Autor: Jiang, Tianyi, Liu, Shoumin
In this paper, we obtain a general formula for the characteristic polynomial of a finitely dimensional representation of Lie algebra $\mathfrak{sl}(2, \C )$ and the form for these characteristic polynomials, and prove there is one to one corresponden
Externí odkaz: http://arxiv.org/abs/2112.07933
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