Heyuan Huang
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(20)
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
benchmark evaluation
(1)
in-context learning
(1)
prompt engineering
(1)
text generation
(1)
empirical study
(1)
medical text
(1)
text simplification
(1)
system design
(1)
task decomposition
(1)
retrieval-augmented generation
(1)
prompting strategy
(1)
beam search
(1)
knowledge integration
(1)
knowledge retrieval
(1)
knowledge injection
(1)
clinical nlp
(1)
agent framework
(1)
beam search decoding
(1)
large language model
(1)
skill adaptation
(1)
Papers
OAgents: An Empirical Study of Building Effective Agents
EMNLP 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
EMNLP 2025
Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives
ACL 2025
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding
EMNLP 2023