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}
}