From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models.

Yanbiao Ji|Chang Liu|Xin Chen|Dan Luo|Mei Li|Yue Ding|Wenqing Lin|Hongtao Lu


Anthology ID:DBLP:conf/cikm/JiL0LL0L025
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:1124-1134
URL:https://doi.org/10.1145/3746252.3761167
DOI:https://doi.org/10.1145/3746252.3761167
DBLP:conf/cikm/JiL0LL0L025
BibTeX:
@inproceedings{ji-2025-anchors, author = {Yanbiao Ji and Chang Liu and Xin Chen and Dan Luo and Mei Li and Yue Ding and Wenqing Lin and Hongtao Lu}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1124--1134}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761167}, doi = {https://doi.org/10.1145/3746252.3761167} }