Hsiu-Yuan Huang
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Applications · Natural Language Processing
(3)
Deep Learning
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
few-shot learning
(3)
mixture of expert
(2)
reinforcement learning
(2)
preference alignment
(1)
in-context learning
(1)
information retrieval
(1)
preference optimization
(1)
multimodal learning
(1)
readability assessment
(1)
sarcasm detection
(1)
multimodal semantic understanding
(1)
prompt-based learning
(1)
conversational search
(1)
prompt learning
(1)
latent representation
(1)
spurious correlation
(1)
vision-language model
(1)
multimodal large language model
(1)
soft prompt
(1)
task adaptation
(1)
Papers
Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error
ACL 2026
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations
EMNLP 2025
Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing
EMNLP 2025
CTR-Guided Generative Query Suggestion in Conversational Search
EMNLP 2025
FPT: Feature Prompt Tuning for Few-shot Readability Assessment
NAACL 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding
COLING 2024