Yu-Lin Tsai
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (20)
β
The Questioner
Conferences
ICCV (2)
NIPS (2)
ICLR (1)
Top co-authors
Research topics
Keywords
low-rank adaptation
(2)
adversarial robustness
(2)
differential privacy
(2)
parameter-efficient fine-tuning
(2)
model compression
(2)
weight perturbation
(1)
privacy-utility trade-off
(1)
model fine-tuning
(1)
generalization gap
(1)
model utility
(1)
latent diffusion model
(1)
visual prompting
(1)
parameter-efficient finetuning
(1)
large language model
(1)
neural network
(1)
privacy-preserving generation
(1)
class margin
(1)
ensemble teacher
(1)
image generation
(1)
transfer learning
(1)
Papers
Differentially Private Fine-Tuning of Diffusion Models
ICCV 2025
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
NIPS 2024
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
ICLR 2024
Exploring the Benefits of Visual Prompting in Differential Privacy
ICCV 2023
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
NIPS 2021