Shih-Cheng Huang
9 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Resources & Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
transfer learning
(3)
multimodal learning
(3)
zero-shot learning
(2)
model alignment
(2)
direct preference optimization
(1)
medical imaging
(1)
model selection
(1)
continual pre-training
(1)
medical image analysis
(1)
reinforcement learning from human feedback
(1)
error detection
(1)
image-text retrieval
(1)
natural language
(1)
multimodal representation learning
(1)
vision-language model
(1)
parameter-efficient fine-tuning
(1)
instruction following
(1)
electronic health record
(1)
domain adaptation
(1)
contrastive learning
(1)
Papers
Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors
EACL 2026
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages
ACL 2024
Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning
NAACL 2024
TWBias: A Benchmark for Assessing Social Bias in Traditional Chinese Large Language Models through a Taiwan Cultural Lens
EMNLP 2024
Diagnosing and Rectifying Vision Models using Language
ICLR 2023
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NeurIPS 2023
LOVM: Language-Only Vision Model Selection
NeurIPS 2023
Video pretraining advances 3D deep learning on chest CT tasks
MIDL 2023
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition
ICCV 2021