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.
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}
}
Downloads: 0
{"_id":"gyAJBdLHWdiKuHHjb","bibbaseid":"jin-zheng-luo-liu-zheng-yin-lee-pan-specgaspectralbasedframeworkforeffectivegraphpretrainingandknowledgetransfer-2025","author_short":["Jin, Z.","Zheng, Y.","Luo, L.","Liu, Y.","Zheng, X.","Yin, X.","Lee, V.","Pan, S."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Zizhe"],"propositions":[],"lastnames":["Jin"],"suffixes":[]},{"firstnames":["Yizhen"],"propositions":[],"lastnames":["Zheng"],"suffixes":[]},{"firstnames":["Linhao"],"propositions":[],"lastnames":["Luo"],"suffixes":[]},{"firstnames":["Yixin"],"propositions":[],"lastnames":["Liu"],"suffixes":[]},{"firstnames":["Xin"],"propositions":[],"lastnames":["Zheng"],"suffixes":[]},{"firstnames":["Xuefei"],"propositions":[],"lastnames":["Yin"],"suffixes":[]},{"firstnames":["Vincent"],"propositions":[],"lastnames":["Lee"],"suffixes":[]},{"firstnames":["Shirui"],"propositions":[],"lastnames":["Pan"],"suffixes":[]}],"editor":[{"firstnames":["Xintao"],"propositions":[],"lastnames":["Wu"],"suffixes":[]},{"firstnames":["Myra"],"propositions":[],"lastnames":["Spiliopoulou"],"suffixes":[]},{"firstnames":["Can"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Vipin"],"propositions":[],"lastnames":["Kumar"],"suffixes":[]},{"firstnames":["Longbing"],"propositions":[],"lastnames":["Cao"],"suffixes":[]},{"firstnames":["Yanqiu"],"propositions":[],"lastnames":["Wu"],"suffixes":[]},{"firstnames":["Yu"],"propositions":[],"lastnames":["Yao"],"suffixes":[]},{"firstnames":["Zhangkai"],"propositions":[],"lastnames":["Wu"],"suffixes":[]}],"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","bibtex":"@inproceedings{DBLP:conf/pakdd/JinZLLZYLP25,\n author = {Zizhe Jin and\n Yizhen Zheng and\n Linhao Luo and\n Yixin Liu and\n Xin Zheng and\n Xuefei Yin and\n Vincent Lee and\n Shirui Pan},\n editor = {Xintao Wu and\n Myra Spiliopoulou and\n Can Wang and\n Vipin Kumar and\n Longbing Cao and\n Yanqiu Wu and\n Yu Yao and\n Zhangkai Wu},\n title = {SpecG: {A} Spectral-Based Framework for Effective Graph Pretraining\n and Knowledge Transfer},\n booktitle = {Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia\n Conference on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney,\n NSW, Australia, June 10-13, 2025, Proceedings, Part {II}},\n series = {Lecture Notes in Computer Science},\n volume = {15871},\n pages = {224--236},\n publisher = {Springer},\n year = {2025},\n url = {https://doi.org/10.1007/978-981-96-8173-0\\_18},\n doi = {10.1007/978-981-96-8173-0\\_18},\n timestamp = {Wed, 16 Jul 2025 10:50:49 +0200},\n biburl = {https://dblp.org/rec/conf/pakdd/JinZLLZYLP25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Jin, Z.","Zheng, Y.","Luo, L.","Liu, Y.","Zheng, X.","Yin, X.","Lee, V.","Pan, S."],"editor_short":["Wu, X.","Spiliopoulou, M.","Wang, C.","Kumar, V.","Cao, L.","Wu, Y.","Yao, Y.","Wu, Z."],"key":"DBLP:conf/pakdd/JinZLLZYLP25","id":"DBLP:conf/pakdd/JinZLLZYLP25","bibbaseid":"jin-zheng-luo-liu-zheng-yin-lee-pan-specgaspectralbasedframeworkforeffectivegraphpretrainingandknowledgetransfer-2025","role":"author","urls":{"Paper":"https://doi.org/10.1007/978-981-96-8173-0\\_18"},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://dblp.org/pid/91/8171.bib","dataSources":["mKA5vx6kcS6ikoYhW"],"keywords":[],"search_terms":["specg","spectral","based","framework","effective","graph","pretraining","knowledge","transfer","jin","zheng","luo","liu","zheng","yin","lee","pan"],"title":"SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer","year":2025}