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Jianyang Xie

9 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+2 more ↓ πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (11) 🌍 Conference Polyglot Β· Bronze ⚑ Prolific Year Β· Productive
❓ The Questioner πŸš€ Conference Pioneer

Venues

MICCAI (6) CVPR (2) AAAI (1)

Top co-authors

Yalin Zheng (9) Yitian Zhao (8) Yanda Meng (7) He Zhao (5) Anh Nguyen (4) Jun Cheng (2) Gregory Y. H. Lip (2) Qinkai Yu (2) Xiaoxin Li (1) Liming Chen (1)

Research topics

Computer Vision (3) Analysis (3) Deep Learning (2) Machine Learning (2) Architectures (2) Artificial Intelligence (1) Healthcare & Medicine (1) Application Areas (1) Core AI (1) Core Methods (1) Domain-Specific (1) Optimization & Theory (1) Processing (1) Research (1)

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 Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? CVPR 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 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 Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation MICCAI 2024 Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019