Tilia: Enhancing LIME with Decision Tree Surrogates.

Jihang Li|Jiacheng Qiu|Yin-Ping Zhao|Zeyi Wen


Anthology ID:DBLP:conf/cikm/LiQZW25
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:1582-1592
URL:https://doi.org/10.1145/3746252.3761130
DOI:https://doi.org/10.1145/3746252.3761130
DBLP:conf/cikm/LiQZW25
BibTeX:
@inproceedings{li-2025-tilia, author = {Jihang Li and Jiacheng Qiu and Yin-Ping Zhao and Zeyi Wen}, 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 = {{Tilia: Enhancing LIME with Decision Tree Surrogates}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1582--1592}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761130}, doi = {https://doi.org/10.1145/3746252.3761130} }