The most famous NP-hard combinatorial problem today, the Travelling Salesman Problem, is intractable to solve optimally at large scale. …

In this talk, I will discuss a graph convolutional neural network architecture for the molecule generation task. The proposed approach …

In this talk, I will discuss how to apply graph convolutional neural networks to quantum chemistry and operational research. The same …

Convolutional neural networks have greatly improved state-of-the-art performances in computer vision and speech analysis tasks, due to …

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