EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks
This repository contains a PyTorch implementation of EvoPath, as described in the paper:
Shixuan Liu, Haoxiang Cheng, Yunfei Wang, Yue He, Changjun Fan, Zhong Liu. EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks. Information Processing & Management (2025).
If you find our code or paper useful, please cite:
@article{liu2025evopath,
title={EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks},
author={Liu, Shixuan and Cheng, Haoxiang and Wang, Yunfei and He, Yue and Fan, Changjun and Liu, Zhong},
journal={Information Processing \& Management},
volume={62},
number={1},
pages={103920},
year={2025},
publisher={Elsevier}
}