Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?

@inproceedings{lee-2025-spectral, author = {Seungjun Lee and San Kim and Johyeon Kim and Jaekwang Kim}, 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 = {{Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {4920--4924}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3760906}, doi = {https://doi.org/10.1145/3746252.3760906} }