Chia-Yi Hsu

PhD student, Computer Science, National Yang Ming Chiao Tung University

Joined

October 2020

Names

Chia-Yi Hsu (Preferred)

Emails

****@gmail.com (Confirmed)

****@nycu.edu.tw (Confirmed)

Personal Links

DBLP

Semantic Scholar

Career & Education History

PhD student

Computer Science , National Yang Ming Chiao Tung University (nycu.edu.tw)

2021 – Present

Research Assistant

Computer Science , National Chiao Tung University (nctu.edu.tw)

2020 – 2021

Advisors, Relations & Conflicts

Coworker

Yang Zhang

2024 – Present

Coauthor

Chih-Hsun Lin

2024 – Present

Coworker

Jun Sakuma

2024 – Present

Coauthor

YU ZHE

2024 – Present

PhD Advisor

Chun-Ying Huang

2021 – Present

PhD Advisor

Chia-Mu Yu

2021 – Present

Coauthor

Yu-Lin Tsai

2020 – Present

Coworker

Pin-Yu Chen

2016 – Present

Expertise

Safety Issues on Large Language Models

2024 – Present

Adversarial Examples

2017 – 2020

Publications

Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
Chia-Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
- NeurIPS 2024 poster
- Readers: Everyone
DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase
Chih-Hsun Lin, Chia-Yi Hsu, Chia-Mu Yu, YANG CAO, Chun-Ying Huang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
- ICLR 2024 poster
- Readers: Everyone
DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase
Chih-Hsun Lin, Chia-Yi Hsu, Chia-Mu Yu, Yang Cao, Chun-Ying Huang
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things
Yen-Ting Chen, Chia-Yi Hsu, Chia-Mu Yu, Mahmoud Barhamgi, Charith Perera
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- IEEE Trans. Ind. Informatics 2023
- Readers: Everyone
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu
- 2022 (modified: 04 Nov 2022)
- AAAI 2022
- Readers: Everyone
Real-World Adversarial Examples Via Makeup
Chang-Sheng Lin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu
- 2022 (modified: 04 Nov 2022)
- ICASSP 2022
- Readers: Everyone
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
CAFE: Catastrophic Data Leakage in Vertical Federated Learning
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 21 publications

Chia-Yi Hsu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors