no code implementations • 8 May 2022 • Hanxuan Cai, Huimin Zhang, Duancheng Zhao, Jingxing Wu, Ling Wang
In addition, we analyzed the influence of different molecular fingerprints, and the effects of molecular graphs and molecular fingerprints on the performance of the FP-GNN model.
no code implementations • 7 Mar 2020 • Huimin Zhang, Yafei Wang, Junjia Liu, Chengwei Li, Taiyuan Ma, Chengliang Yin
Secondly, the LSTM encoder is used to encode the historical sequences composed of the vehicle descriptor and a novel dilated convolutional social pooling is proposed to improve modeling vehicles' spatial interactions.
1 code implementation • 27 Feb 2020 • Junjia Liu, Huimin Zhang, Zhuang Fu, Yao Wang
By extending the idea of Markov Chain to the dimension of space-time, this truly decentralized coordination mechanism replaces the graph attention method and realizes the decoupling of the road network, which is more scalable and more in line with practice.
no code implementations • 24 Nov 2016 • Zheqian Chen, Ben Gao, Huimin Zhang, Zhou Zhao, Deng Cai
However, it is not effective for users to attain answers within minutes.