Wenqi Li
12 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(11)
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(7)
Domain-Specific
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Application Areas
(5)
Architectures
(4)
Core AI Β· Artificial Intelligence
(4)
Learning Types
(4)
Optimization & Theory
(2)
Processing
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI Β· Computer Vision
(1)
Keywords
medical imaging
(3)
medical image segmentation
(2)
3d segmentation
(2)
federated learning
(2)
image reconstruction
(2)
semi-supervised learning
(1)
image segmentation
(1)
privacy attack
(1)
domain generalization
(1)
few-shot learning
(1)
variational inference
(1)
transfer learning
(1)
image restoration
(1)
self-supervised learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
attention mechanism
(1)
vision transformer
(1)
model aggregation
(1)
contrastive learning
(1)
Papers
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
MIDL 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
WACV 2024
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
ICCV 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 2023
Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation
ECCV 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation
CVPR 2022
GradViT: Gradient Inversion of Vision Transformers
CVPR 2022
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
CVPR 2022
NeurReg: Neural Registration and Its Application to Image Segmentation
WACV 2020
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets
MIDL 2019