Adaptive Spline Networks in the Kolmogorov-Arnold Framework: Knot Analysis and Stability Enhancement.

@inproceedings{zheng-2025-adaptive, author = {Liangwei Nathan Zheng and Wei Emma Zhang and Lin Yue and Miao Xu and Olaf Maennel and Weitong Chen}, 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 = {{Adaptive Spline Networks in the Kolmogorov-Arnold Framework: Knot Analysis and Stability Enhancement}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {4434--4443}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761135}, doi = {https://doi.org/10.1145/3746252.3761135} }