← Search

Buhua Liu

2 accepted papers

2026

Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated

ICLR 2026poster

Geo-distributed training and Federated Learning (FL) provide viable solutions to address the substantial data and computational resource needs associated with training large language models (LLMs). However, we empirically demonstrate that a single adversarial participant can significantly compromise…

Cited by 0Source ↗Scholar ↗
2024

Neural Field Classifiers via Target Encoding and Classification Loss

ICLR 2024poster

Neural field methods have seen great progress in various long-standing tasks in computer vision and computer graphics, including novel view synthesis and geometry reconstruction. As existing neural field methods try to predict some coordinate-based continuous target values, such as RGB for Neural Ra…

Cited by 0Source ↗PDF ↗Scholar ↗