100 citations · 131 across the 3 of their papers we have counts for
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cs.LG2020★ 15 cited
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars
Chencheng Xu, Qiao Liu, Minlie Huang +1
A major challenge in the pharmaceutical industry is to design novel molecules with specific desired properties, especially when the property evaluation is costly. Here, we propose…
cs.LG2020★ 100 cited
Roundtrip: A Deep Generative Neural Density Estimator
Qiao Liu, Jiaze Xu, Rui Jiang +1
Density estimation is a fundamental problem in both statistics and machine learning. In this study, we proposed Roundtrip as a general-purpose neural density estimator based on dee…