KDD

Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space

Menglin Yang, Harshit Verma, Delvin Ce Zhang, Jiahong Liu, Irwin King, Rex Ying

机构 * Yale University（耶鲁大学） ； Birla Institute of Technology（比拉理工学院） ； The Chinese University of Hong Kong（香港中文大学） 纠错

Comments KDD 2024; Code: https://github.com/Graph-and-Geometric-Learning/hyperbolic-transformer

Understanding and Tackling Over-Dilution in Graph Neural Networks

Junhyun Lee, Veronika Thost, Bumsoo Kim, Jaewoo Kang, Tengfei Ma

机构 * Korea University（韩国大学） ； IBM Research（IBM研究院） ； Chung-Ang University（Chung-Ang大学） ； State University of New York at Stony Brook（纽约州立大学石溪分校） 纠错

Comments Extended version of KDD '25 paper. 22 pages including appendix. Conference version: KDD '25 (Toronto, Aug 3-7, 2025), pp. 1253-1261. Code: https://github.com/LeeJunHyun/NATR

Journal ref Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025), Toronto, Canada, Aug 3-7, 2025, pp. 1253-1261