Guilian Chen
5 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICCV (3)
AAAI (1)
CVPR (1)
Top co-authors
Keywords
medical image segmentation
(3)
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)
breast tumor
(1)
colonoscopy image
(1)
ultrasound image
(1)
pixel relation
(1)
breast ultrasound
(1)
semi-supervised segmentation
(1)
prototype memory
(1)
video polyp segmentation
(1)
prototype attention
(1)
Papers
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