LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation

20 May 2022

Papers citing "LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation"

5 / 5 papers shown

Title
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs Zhicheng Liang Xuming Hu Xiangyu Ke Xiaokui Xiao Yunjun Gao 33 0 0 20 Jun 2024
Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks George Watkins Giovanni Montana Juergen Branke GNN 24 4 0 08 Apr 2023
A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization Yandi Li Haobo Gao Yunxuan Gao Jianxiong Guo Weili Wu 24 38 0 06 Nov 2022
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case Paul Almasan J. Suárez-Varela Krzysztof Rusek Pere Barlet-Ros A. Cabellos-Aparicio GNN AI4CE 56 183 0 16 Oct 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016