Search Results for author: Jaeseung Lee

Found 2 papers, 2 papers with code

A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems

1 code implementation3 May 2023 Minseop Jung, Jaeseung Lee, Jibum Kim

Experimental results show that the proposed CNN embedding layer and partial self-attention are very effective in improving performance and computational complexity.

Learning Geometric Combinatorial Optimization Problems using Self-attention and Domain Knowledge

1 code implementation5 Jul 2021 Jaeseung Lee, Woojin Choi, Jibum Kim

In the decoder, a new masking scheme using domain knowledge is proposed to provide a high penalty when the geometric requirement of the problem is not satisfied.

Combinatorial Optimization Decoder +1

Cannot find the paper you are looking for? You can Submit a new open access paper.