SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer. Jin, Z., Zheng, Y., Luo, L., Liu, Y., Zheng, X., Yin, X., Lee, V., & Pan, S. In Wu, X., Spiliopoulou, M., Wang, C., Kumar, V., Cao, L., Wu, Y., Yao, Y., & Wu, Z., editors, Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part II, volume 15871, of Lecture Notes in Computer Science, pages 224–236, 2025. Springer.
SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer [link]Paper  doi  bibtex   
@inproceedings{DBLP:conf/pakdd/JinZLLZYLP25,
  author       = {Zizhe Jin and
                  Yizhen Zheng and
                  Linhao Luo and
                  Yixin Liu and
                  Xin Zheng and
                  Xuefei Yin and
                  Vincent Lee and
                  Shirui Pan},
  editor       = {Xintao Wu and
                  Myra Spiliopoulou and
                  Can Wang and
                  Vipin Kumar and
                  Longbing Cao and
                  Yanqiu Wu and
                  Yu Yao and
                  Zhangkai Wu},
  title        = {SpecG: {A} Spectral-Based Framework for Effective Graph Pretraining
                  and Knowledge Transfer},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney,
                  NSW, Australia, June 10-13, 2025, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15871},
  pages        = {224--236},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-8173-0\_18},
  doi          = {10.1007/978-981-96-8173-0\_18},
  timestamp    = {Wed, 16 Jul 2025 10:50:49 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/JinZLLZYLP25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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