ICE-SEARCH: A Language Model-Driven Feature Selection Approach

no code implementations • 28 Feb 2024 • Tianze Yang, Tianyi Yang, Fuyuan Lyu, Shaoshan Liu, Xue, Liu

This study unveils the In-Context Evolutionary Search (ICE-SEARCH) method, which is among the first works that melds large language models (LLMs) with evolutionary algorithms for feature selection (FS) tasks and demonstrates its effectiveness in Medical Predictive Analytics (MPA) applications.

Diabetes Prediction Disease Prediction +4

Explainability-based Backdoor Attacks Against Graph Neural Networks

no code implementations • 8 Apr 2021 • Jing Xu, Minhui, Xue, Stjepan Picek

Backdoor attacks represent a serious threat to neural network models.

Backdoor Attack Node Classification +1