Hsiung, Lei

1. AutoVP: An Automated Visual Prompting Framework and Benchmark
   2023/10/12 by Tsao, Hsi-Ai, Hsiung, Lei, Chen, Pin-Yu +2 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
   2022/02/09 by Lei Hsiung, Hsiung, Lei, Yun-Yun Tsai +5 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
   2025/06/05 by Hsiung, Lei, Pang, Tianyu, Tang, Yung-Chen +4 · 6 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
   2023/06/29 by Sun, Hao-Lun, Hsiung, Lei, Chandramoorthy, Nandhini +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
5. When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective
   2024/09/03 by Hsi-Ai Tsao, Lei Hsiung, Tsao, Hsi-Ai +5 · 1 citation
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques