Zhongying Deng
6 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Conferences
AAAI (2)
CVPR (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
visual question answering
(2)
medical imaging
(2)
multimodal learning
(2)
vision-language model
(2)
semantic segmentation
(2)
convolutional neural network
(1)
benchmark dataset
(1)
large vision-language model
(1)
multi-scale representation
(1)
multimodal evaluation
(1)
clinical decision-making
(1)
context feature
(1)
dynamic convolution
(1)
heterogeneous face recognition
(1)
residual compensation
(1)
modality discrepancy
(1)
adaptive context
(1)
multi-scale context
(1)
pixel-level prediction
(1)
context-aware filter
(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
NIPS 2024
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations
ICML 2024
Residual Compensation Networks for Heterogeneous Face Recognition
AAAI 2019
Adaptive Pyramid Context Network for Semantic Segmentation
CVPR 2019
Dynamic Multi-Scale Filters for Semantic Segmentation
ICCV 2019