Guilian Chen
6 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
medical image segmentation
(4)
semi-supervised learning
(3)
medical imaging
(2)
polyp segmentation
(2)
representation learning
(2)
prototype learning
(1)
adversarial training
(1)
ultrasound imaging
(1)
semantic correlation
(1)
collaborative learning
(1)
state space model
(1)
computed tomography
(1)
long-range dependency
(1)
breast tumor
(1)
colonoscopy image
(1)
ultrasound image
(1)
pixel relation
(1)
breast ultrasound
(1)
semi-supervised segmentation
(1)
prototype memory
(1)
Papers
VesMamba: 3D Pulmonary Vessel Segmentation from CT images via Mamba with Structural Perception and Scale-aware Filtering
CVPR 2026
VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation
AAAI 2026
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation
CVPR 2025
RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment
ICCV 2025
STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning
ICCV 2025
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation
ICCV 2021