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Decision-focused Graph Neural Networks for Combinatorial Optimization

Decision-focused Graph Neural Networks for Combinatorial Optimization

5 June 2024
Yang Liu
Chuan Zhou
Peng Zhang
Shirui Pan
Zhao Li
Hongyang Chen
    GNN
    AI4CE
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Papers citing "Decision-focused Graph Neural Networks for Combinatorial Optimization"

2 / 2 papers shown
Title
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding
Yang Liu
Chuan Zhou
Peng Zhang
Yanan Cao
Yongchao Liu
Zhao Li
Hongyang Chen
41
2
0
27 Aug 2024
Inability of a graph neural network heuristic to outperform greedy
  algorithms in solving combinatorial optimization problems like Max-Cut
Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems like Max-Cut
S. Boettcher
GNN
30
22
0
02 Oct 2022
1