Yupu Liang
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(7)
Applications · Natural Language Processing
(7)
Deep Learning
(4)
Learning Types
(4)
Computer Vision
(3)
Domain-Specific
(3)
Generation
(2)
Computer Science
(1)
Machine Learning
(1)
Analysis
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
document image translation
(5)
optical character recognition
(4)
multimodal learning
(4)
multimodal large language model
(3)
machine translation
(3)
layout understanding
(3)
text image machine translation
(2)
reward mechanism
(1)
end-to-end training
(1)
modality alignment
(1)
supervised fine-tuning
(1)
cross-domain generalization
(1)
multilingual translation
(1)
end-to-end translation
(1)
end-to-end learning
(1)
multilingual benchmark
(1)
hierarchical supervision
(1)
pre-trained model
(1)
multi-task reinforcement learning
(1)
chain-of-thought reasoning
(1)
Papers
MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation
CVPR 2026
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration
ACL 2025
From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation
COLING 2025
Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
ACL 2025
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
EMNLP 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
ACL 2025
Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation
COLING 2024
Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling
NAACL 2024
LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder
EMNLP 2023