Yu-Lin Tsai
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(4)
Models
(3)
Learning Types · Machine Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Core AI
(1)
Core Methods
(1)
Differential Privacy
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
image generation
(2)
parameter-efficient fine-tuning
(2)
low-rank adaptation
(2)
differential privacy
(2)
adversarial robustness
(2)
model compression
(2)
diffusion model
(1)
privacy-utility trade-off
(1)
model fine-tuning
(1)
generalization gap
(1)
model utility
(1)
latent diffusion model
(1)
visual prompting
(1)
safety mechanism
(1)
concept removal
(1)
large language model
(1)
neural network
(1)
privacy-preserving generation
(1)
class margin
(1)
ensemble teacher
(1)
Papers
Differentially Private Fine-Tuning of Diffusion Models
ICCV 2025
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
ICLR 2024
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
NeurIPS 2024
Exploring the Benefits of Visual Prompting in Differential Privacy
ICCV 2023
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
NeurIPS 2021