Chun-Ying Huang
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(19)
β
The Questioner
Conferences
EMNLP (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
model compression
(2)
adversarial robustness
(1)
knowledge editing
(1)
instruction following
(1)
model merging
(1)
responsible ai
(1)
safety alignment
(1)
layer-wise analysis
(1)
semantic similarity
(1)
semantic embedding
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
task vector
(1)
model utility
(1)
parameter-efficient finetuning
(1)
sentence embedding
(1)
task arithmetic
(1)
large language model
(1)
command-line analysis
(1)
Papers
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
EMNLP 2025
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
NIPS 2024
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