@article{250608298, title = {H$^2$GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs}, author = {Trung-Kien Nguyen and Heng Ping and Shixuan Li and Peiyu Zhang and Nikos Kanakaris and Nicholas Kotov and Paul Bogdan}, year = {2025}, eprint = {2506.08298}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08298v2}, }