Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales

Jiaze Xu; Shiyu Xia; Xu Yang; Jiaqi Lv; Xin Geng

2025 ICML ICML 2025

Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jiaze Xu, Shiyu Xia, Xu Yang, Jiaqi Lv, Xin Geng

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Graph Neural Networks

Keywords

parameter initialization shared model accuracy ghn multi-task tuning task-aware learngene

Download PDF