Hiuyi Cheng
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Computer Vision
(2)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Interdisciplinary
(1)
Machine Learning
(1)
Analysis
(1)
Digital Humanities
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
document layout analysis
(2)
benchmark evaluation
(1)
object detection
(1)
question answering
(1)
document understanding
(1)
instance segmentation
(1)
corpus construction
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
multimodal fusion
(1)
retrieval-augmented generation
(1)
visual feature
(1)
semantic retrieval
(1)
chinese classical studies
(1)
cultural heritage
(1)
optical character recognition
(1)
subdomain classification
(1)
textual feature
(1)
multi-format document
(1)
ancient chinese poetry
(1)
Papers
Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights
NAACL 2025
MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies
ACL 2025
M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis
AAAI 2024
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis
CVPR 2023