Junjia Huang
4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICCV (3)
AAAI (1)
Top co-authors
Keywords
transfer learning
(1)
domain adaptation
(1)
medical imaging
(1)
image fusion
(1)
preference optimization
(1)
text-to-image generation
(1)
prompt learning
(1)
multi-class classification
(1)
diffusion model
(1)
cross-attention mechanism
(1)
diffusion transformer
(1)
histopathology image
(1)
affine transformation
(1)
spatial transformation
(1)
text-driven generation
(1)
cell classification
(1)
image layer decomposition
(1)
text-driven editing
(1)
multi-layer generation
(1)
cell nuclei detection
(1)
Papers
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Model
ICCV 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer
ICCV 2025
UniCell: Universal Cell Nucleus Classification via Prompt Learning
AAAI 2024
Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection
ICCV 2023