Zhongying Deng
6 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
vision-language model
(2)
multimodal learning
(2)
visual question answering
(2)
medical imaging
(2)
semantic segmentation
(2)
scene parsing
(1)
convolutional neural network
(1)
partial differential equation
(1)
benchmark dataset
(1)
graph transformer
(1)
large vision-language model
(1)
neural operator
(1)
multi-scale representation
(1)
multimodal evaluation
(1)
clinical decision-making
(1)
limited data
(1)
context feature
(1)
dynamic convolution
(1)
heterogeneous face recognition
(1)
residual compensation
(1)
Papers
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI
AAAI 2026
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
NeurIPS 2024
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations
ICML 2024
Adaptive Pyramid Context Network for Semantic Segmentation
CVPR 2019
Dynamic Multi-Scale Filters for Semantic Segmentation
ICCV 2019
Residual Compensation Networks for Heterogeneous Face Recognition
AAAI 2019