100 citations · 131 across the 3 of their papers we have counts for
3 papers
eess.IV2022★ 16 cited
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications
Kexin Ding, Mu Zhou, Zichen Wang +4
Image-based characterization and disease understanding involve integrative analysis of morphological, spatial, and topological information across biological scales. The development…
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…