ABi-LevelFrameworkforLearningtoSolve CombinatorialOptimizationonGraphs

Neural Information Processing Systems 

However, achieving such an assumption is non-trivial, leading to the following two aspects of challenges. On the one hand, it is challenging to design a model with enough capacity with limited computational resources, andexisting models areusually tailored forspecific problems which require heavytrailand-error [25,57,59].