Lei Hsiung

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authored 3 papers 4 days ago

Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets

Paper • 2506.05346 • Published Jun 5, 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models

Paper • 2506.00382 • Published May 31, 2025

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration

Paper • 2211.16274 • Published Nov 29, 2022

authored a paper over 1 year ago

AutoVP: An Automated Visual Prompting Framework and Benchmark

Paper • 2310.08381 • Published Oct 12, 2023 • 1

authored a paper over 2 years ago

NeuralFuse: Learning to Improve the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes

Paper • 2306.16869 • Published Jun 29, 2023 • 5