@article{disentanglethenrefinellmguideddecoupling, title = {Disentangle-then-Refine: LLM-Guided Decoupling and Structure-Aware Refinement for Graph Contrastive Learning}, author = {Zhaoxing Li and Hai-Feng Zhang and Xiaoming Zhang}, year = {2026}, eprint = {2604.14746}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.14746}, }