Jianyang Xie
9 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (3)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
β‘
Prolific Year
(5)
π
Conference Pioneer
β
The Questioner
Conferences
MICCAI (6)
CVPR (2)
AAAI (1)
Top co-authors
Keywords
human action recognition
(2)
neural network pruning
(1)
lottery ticket hypothesis
(1)
medical imaging
(1)
biomedical imaging
(1)
tree structure
(1)
sparse training
(1)
graph convolution network
(1)
graph convolutional network
(1)
structural similarity
(1)
skeleton-based action recognition
(1)
dynamic topology
(1)
tree-like structure
(1)
curvilinear structure
(1)
spatial-temporal graph convolution
(1)
topology reconstruction
(1)
adaptive topology
(1)
semantic module
(1)
dominant set clustering
(1)
model compression
(1)
Papers
A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement
MICCAI 2025
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation
MICCAI 2025
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport
MICCAI 2025
tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-based Glaucoma Forecasting
MICCAI 2025
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CVPR 2025
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation
MICCAI 2024
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting
MICCAI 2024
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition
AAAI 2024
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering
CVPR 2019