Rui Ye

Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models

2024 · arXiv (Cornell University)

Federated learning (FL) enables multiple parties to collaboratively fine-tune an large language model (LLM) without the need of direct data sharing. Ideally, by training on decentralized data that is aligned with human preferences and safety …

A NOVEL POINT CLOUD CLASSIFICATION METHOD BASED ON SUBSPACE EXTENSION AND ADAPTIVE MULTIDIMENSIONAL FEATURE MINING WITH APPLICATION TO HEALTH MONITORING OF OVERHEAD TRANSMISSION LINES. 138-149

2026 · Control and Intelligent Systems

In the health monitoring of overhead transmission line equipment,intelligent point cloud classification confronts two critical challenges:discontinuous extraction of transmission lines caused by large terrainelevation differences, and high costs associated with acquiringlabelled data.