@article{beyondtheaggregationdilemmapriorretainin,
  title = {Beyond the Aggregation Dilemma: Prior-Retaining Decoupled Learning for Multimodal Graphs},
  author = {Hao Yan and Xuanru Wang and Jun Yin and Shirui Pan and Senzhang Wang and Chengqi Zhang},
  year = {2026},
  eprint = {2605.24684},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.24684},
}