Lei Hsiung

According to our database, Lei Hsiung authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Lei Hsiung, Tianyu Pang, Yung-Chen Tang, Linyue Song, Tsung-Yi Ho, Pin-Yu Chen, Yaoqing Yang

CoRR, June, 2025

When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective.

Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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

Xuyuan Liu, Lei Hsiung, Yaoqing Yang, Yujun Yan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

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

Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

AutoVP: An Automated Visual Prompting Framework and Benchmark.

Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Si Liu, Tsung-Yi Ho

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

AutoVP: An Automated Visual Prompting Framework and Benchmark.

Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho

CoRR, 2023

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

Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung-Yi Ho

CoRR, 2023

Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations.

Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration.

Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CARBEN: Composite Adversarial Robustness Benchmark.

Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Lab-Based Investigation of Reaction Time and Reading Performance using Different In-Vehicle Reading Interfaces during Self-Driving.

Lei Hsiung, Yung-Ju Chang, Wei-Ko Li, Tsung-Yi Ho, Shan-Hung Wu

Proceedings of the AutomotiveUI '22: 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seoul, Republic of Korea, September 17, 2022