Liqiang Niu
6 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10)
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Hot Topic Early Bird
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Trend Setter
Conferences
ACL (2)
EMNLP (2)
ACML (1)
COLING (1)
Top co-authors
Keywords
contrastive learning
(1)
text-to-image synthesis
(1)
information retrieval
(1)
multimodal learning
(1)
joint learning
(1)
adaptive inference
(1)
large multimodal model
(1)
vision-language model
(1)
multimodal large language model
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distributed representation
(1)
image understanding
(1)
visual token
(1)
word embedding
(1)
multimodal embedding
(1)
hard negative mining
(1)
optical character recognition
(1)
multi-attribute learning
(1)
visual language understanding
(1)
multimodal machine translation
(1)
image-to-text translation
(1)
Papers
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
ACL 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
EMNLP 2025
TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding
EMNLP 2025
Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
ACL 2024
UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation
COLING 2024
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes
ACML 2015