4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 4 cited
A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems
Minseop Jung, Jaeseung Lee, Jibum Kim
Several studies have attempted to solve traveling salesman problems (TSPs) using various deep learning techniques. Among them, Transformer-based models show state-of-the-art perfor…
cs.CG2021
Learning Geometric Combinatorial Optimization Problems using Self-attention and Domain Knowledge
Jaeseung Lee, Woojin Choi, Jibum Kim
Combinatorial optimization problems (COPs) are an important research topic in various fields. In recent times, there have been many attempts to solve COPs using deep learning-based…