Wenjia Bai
13 papers · 2014–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Interdisciplinary Bridge π Academic Marathon (12) π Conference Polyglot (9) π Renaissance Researcher (5)
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π
Conference Polyglot
(9)
π§¬
Topic Evolution
π
Conference Pioneer
π
Century Club
(13)
β‘
Prolific Year
(5)
π
Trend Setter
Conferences
MICCAI (4)
MIDL (2)
ACL (1)
CVPR (1)
ECCV (1)
EMNLP (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
medical imaging
(3)
medical image segmentation
(2)
image segmentation
(2)
representation learning
(2)
image restoration
(1)
multimodal learning
(1)
multi-modal learning
(1)
visual grounding
(1)
memory efficiency
(1)
vision-language model
(1)
vision-language pre-training
(1)
dense prediction
(1)
zero-shot classification
(1)
radiology report
(1)
label-efficient learning
(1)
dice score
(1)
3d convolutional neural network
(1)
patch-based method
(1)
segmentation evaluation
(1)
patch correspondence
(1)
Papers
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
WACV 2026
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
EMNLP 2025
CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching
MICCAI 2025
Mesh4D: A Motion-Aware Multi-View Variational Autoencoder for 3D+t Mesh Reconstruction
MICCAI 2025
Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis
MICCAI 2025
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
MICCAI 2024
BiCAL: Bi-directional Contrastive Active Learning for Clinical Report Generation
ACL 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
ECCV 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
ICML 2024
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
NIPS 2024
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images
MIDL 2022
High-quality segmentation of low quality cardiac MR images using k-space artefact correction
MIDL 2019
Patch-based Evaluation of Image Segmentation
CVPR 2014