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Found 4 papers, 1 papers with code
FP-GNN: a versatile deep learning architecture for enhanced molecular property prediction
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.
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction
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.
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control
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.
User Personalized Satisfaction Prediction via Multiple Instance Deep Learning
However, it is not effective for users to attain answers within minutes.
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