Hsiung, Lei

9 publications

TMLR 2026 The Pitfalls of Text Degeneration When Aligning LLMs Through Model Merge Peijun Qing, Lei Hsiung, Hefan Zhang, Haiquan Lu, Xingjian Diao, Chiyu Ma, Saeed Hassanpour, Soroush Vosoughi

ICLR 2024 AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho

NeurIPS 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

NeurIPSW 2023 AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho

NeurIPSW 2023 AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho

AAAI 2023 NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho

CVPR 2023 Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho

IJCAI 2022 CARBEN: Composite Adversarial Robustness Benchmark Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho

ICMLW 2021 Generalizing Adversarial Training to Composite Semantic Perturbations Yun-Yun Tsai, Lei Hsiung, Pin-Yu Chen, Tsung-Yi Ho