Mingkun Yang
10 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π§¬
Topic Evolution
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Analysis
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Application Areas
(1)
Architectures
(1)
Keywords
image captioning
(2)
scene text
(2)
federated learning
(2)
scene text detection
(2)
optical character recognition
(2)
document parsing
(1)
bayesian framework
(1)
similarity learning
(1)
instance segmentation
(1)
information extraction
(1)
visual reasoning
(1)
boundary detection
(1)
image rectification
(1)
long short-term memory
(1)
large multimodal model
(1)
data heterogeneity
(1)
multimodal large language model
(1)
client selection
(1)
client-server architecture
(1)
code generation
(1)
Papers
CodePercept: Code-Grounded Visual STEM Perception for MLLMs
CVPR 2026
SMoFi: Step-wise Momentum Fusion for Split Federated Learning on Heterogeneous Data
AAAI 2026
CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy
ICCV 2025
FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning
ICLR 2024
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection
CVPR 2022
Improving OCR-Based Image Captioning by Incorporating Geometrical Relationship
CVPR 2021
Scene Text Retrieval via Joint Text Detection and Similarity Learning
CVPR 2021
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting
AAAI 2020
AutoSTR: Efficient Backbone Search for Scene Text Recognition
ECCV 2020
Symmetry-Constrained Rectification Network for Scene Text Recognition
ICCV 2019