| 2022 |
Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tsai-Wei Pang, Chun-Shien Lu, DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Selected for Oral Presentation), 2022 |
| 2022 |
Chang-Shen Lin, Chia-Yi Hsu. Pin-Yu Chen, Chia-Mu Yu, Real-World Adversarial Example via Makeup, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
| 2022 |
Chia-Hung Yuan, Pin-Yu Chen, Chia-Mu Yu, Meta Adversarial Perturbations, AAAI Workshop on Adversarial Machine Learning and Beyond, 2022 |
| 2022 |
Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu, Adversarial Examples can be Effective Data Augmentation for Unsupervised Machine Learning, AAAI Conference on Artificial Intelligence (AAAI), 2022 |
| 2022 |
Xiao Jin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu, Tianyi Chen, Catastrophic Data Leakage in Vertical Federated Learning, Conference on Neural Information Processing Systems (NeurIPS), 2022 |
| 2022 |
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen, Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations, Conference on Neural Information Processing Systems (NeurIPS), 2022 |
| 2021 |
James Jui-Chia Lin, Yin-Hua Yeh, The Double-Edged Sword: An Analysis of Auditors’ Social Ties with Investment Bankers and Insiders at IPO Firms, 15th NYCU International Finance Conference., Dec. 2021 |
| 2021 |
Yin-Hua Yeh; Chen-Chieh Liao , Are Non-family Successors All the Same? Inside promoted vs. Outside sourced, The 28th Annual Conference on Pacific Basin Finance, Economics, Accounting and Management & The 14th NCTU International Finance Conference., Jan. 2021 |
| 2021 |
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen., Non-Singular Adversarial Robustness of Neural Networks. , IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2021 |
| 2021 |
Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu., Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021., 2021 |
