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Tsung-Yi Ho

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Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis

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May 14, 2024
Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong hu, Yiyu Shi

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TroLLoc: Logic Locking and Layout Hardening for IC Security Closure against Hardware Trojans

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May 09, 2024
Fangzhou Wang, Qijing Wang, Lilas Alrahis, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Ozgur Sinanoglu, Tsung-Yi Ho, Evangeline F. Y. Young, Johann Knechtel

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NaNa and MiGu: Semantic Data Augmentation Techniques to Enhance Protein Classification in Graph Neural Networks

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Mar 26, 2024
Yi-Shan Lan, Pin-Yu Chen, Tsung-Yi Ho

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Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis

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Mar 08, 2024
Muxi Chen, Yi Liu, Jian Yi, Changran Xu, Qiuxia Lai, Hongliang Wang, Tsung-Yi Ho, Qiang Xu

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Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes

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Mar 05, 2024
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

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Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space

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Feb 20, 2024
Hao-Wei Chung, Ching-Hao Chiu, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho

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Achieve Fairness without Demographics for Dermatological Disease Diagnosis

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Jan 16, 2024
Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho

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Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective

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Nov 28, 2023
Ming-Yu Chung, Sheng-Yen Chou, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo, Tsung-Yi Ho

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Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

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Nov 27, 2023
Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang

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AutoVP: An Automated Visual Prompting Framework and Benchmark

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Oct 12, 2023
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho

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