Chun-Ying Huang
4 papers · 2024–2025 · 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
(22)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Resources & Methods
(1)
Keywords
model compression
(2)
adversarial robustness
(1)
image generation
(1)
text-to-image synthesis
(1)
knowledge editing
(1)
instruction following
(1)
model merging
(1)
responsible ai
(1)
safety alignment
(1)
layer-wise analysis
(1)
semantic similarity
(1)
diffusion model
(1)
semantic embedding
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
task vector
(1)
model utility
(1)
sentence embedding
(1)
safety mechanism
(1)
Papers
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
EMNLP 2025
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research
EMNLP 2024
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