2019
Graph Neural Networks for the Travelling Salesman Problem
The most famous NP-hard combinatorial problem today, the Travelling Salesman Problem, is intractable to solve optimally at large scale. ??
Graph Convolutional Neural Networks for Molecule Generation
In this talk, I will discuss a graph convolutional neural network architecture for the molecule generation task. The proposed approach ??
Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem
In this talk, I will discuss how to apply graph convolutional neural networks to quantum chemistry and operational research. The same ??
2018
Convolutional Neural Networks on Graphs
Convolutional neural networks have greatly improved state-of-the-art performances in computer vision and speech analysis tasks, due to ??
