Daiguo Deng

XGraphBoost: Extracting Graph Neural Network-Based Features for a Better Prediction of Molecular Properties

Daiguo Deng, Xiaowei Chen, Ruochi Zhang et al. · Journal of Chemical Information and Modeling · 2021 · 85 citations

Engineering, Machine Learning, Machine Learning Tool +21

Deep scaffold hopping with multimodal transformer neural networks

Shuangjia Zheng, Zengrong Lei, Haitao Ai et al. · Journal of Cheminformatics · 2021 · 68 citations · Full text

Learning deep similarity models with focus ranking for fabric image retrieval

Daiguo Deng, Ruomei Wang, Hefeng Wu et al. · Image and Vision Computing · 2017 · 41 citations · Full text

Fabric Image Retrieval, Image Analysis, Information Retrieval +10

Describe Molecules by a Heterogeneous Graph Neural Network with Transformer-like Attention for Supervised Property Predictions

Daiguo Deng, Zengrong Lei, Xiaobin Hong et al. · ACS Omega · 2022 · 28 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +17

A new geometric modeling approach for woven fabric based on Frenet frame and Spiral Equation

Daiguo Deng, Hefeng Wu, Peng Sun et al. · Journal of Computational and Applied Mathematics · 2017 · 18 citations

Geometric Modeling, Textile Engineering, Engineering +8