Mingxiang Cai
4 papers · 2020–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
end-to-end learning
(2)
text recognition
(2)
contrastive learning
(1)
cluster analysis
(1)
attention mechanism
(1)
document understanding
(1)
category discovery
(1)
image encoding
(1)
multimodal retrieval
(1)
convolutional neural network
(1)
retrieval-augmented generation
(1)
large vision-language model
(1)
handwritten text recognition
(1)
text detection
(1)
attention distribution
(1)
knowledge conflict
(1)
contextual knowledge
(1)
large language model
(1)
text spotting
(1)
feature encoder
(1)
Papers
Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation
AAAI 2026
Generalized Category Discovery with Large Language Models in the Loop
ACL 2024
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution
AAAI 2021
Decoupled Attention Network for Text Recognition
AAAI 2020