AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search.

@inproceedings{liang-2026-afemaster, author = {Hebin Liang and Jianye Hao and Jinyi Liu and Yi Ma and Zilin Cao and Jing Liang and Kun Shao and Zhaocheng Du and Fei Ni and Yifu Yuan and Yan Zheng}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {8150--8161}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792816}, doi = {https://doi.org/10.1145/3774904.3792816} }