Wenxin Ma
6 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
β
Rising Star
(6)
β‘
Prolific Year
(5)
Conferences
MICCAI (2)
WACV (2)
ACL (1)
CVPR (1)
Top co-authors
Keywords
image restoration
(2)
anomaly detection
(1)
text classification
(1)
hierarchical classification
(1)
semantic representation
(1)
medical text
(1)
knowledge graph
(1)
diffusion model
(1)
generative prior
(1)
vision-language model
(1)
text embedding
(1)
sampling method
(1)
anomaly segmentation
(1)
unsupervised anomaly detection
(1)
defect detection
(1)
knowledge injection
(1)
icd coding
(1)
residual adapter
(1)
sampling process
(1)
zero-shot anomaly detection
(1)
Papers
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
WACV 2026
A General Knowledge Injection Framework for ICD Coding
ACL 2025
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
CVPR 2025
More performant and scalable: Rethinking contrastive vision-language pre-training of radiology in the LLM era
MICCAI 2025
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster
MICCAI 2025
Towards Accurate Unified Anomaly Segmentation
WACV 2025