Chia-Yi Hsu
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
❓
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
adversarial robustness
(2)
model compression
(2)
representation learning
(1)
contrastive learning
(1)
image generation
(1)
text-to-image synthesis
(1)
knowledge editing
(1)
data augmentation
(1)
instruction following
(1)
model merging
(1)
responsible ai
(1)
safety alignment
(1)
mutual information
(1)
weight perturbation
(1)
layer-wise analysis
(1)
diffusion model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
generalization gap
(1)
Papers
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
EMNLP 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
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
AAAI 2022
CAFE: Catastrophic Data Leakage in Vertical Federated Learning
NeurIPS 2021
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
NeurIPS 2021