Huisi Wu
32 papers · 2021–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (22)
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Dynamic Duo
(22)
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Deep Specialist
(15)
ποΈ
Keyword Collector
(124)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Prolific
π
Conference Pioneer
π
Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(22)
Machine Learning
(18)
Deep Learning
(15)
Domain-Specific
(15)
Healthcare & Medicine
(14)
Clinical
(14)
Learning Types Β· Machine Learning
(14)
Processing
(13)
Analysis
(10)
Learning Types Β· Deep Learning
(9)
Architectures
(5)
Application Areas
(4)
Core Methods
(4)
Techniques
(4)
Artificial Intelligence
(2)
Keywords
medical imaging
(12)
semi-supervised learning
(9)
semantic segmentation
(7)
medical image segmentation
(6)
video segmentation
(5)
polyp segmentation
(5)
nuclei segmentation
(4)
echocardiography video segmentation
(4)
contrastive learning
(4)
image segmentation
(3)
ultrasound imaging
(3)
real-time segmentation
(2)
neural network
(2)
temporal consistency
(2)
representation learning
(2)
histopathological image
(2)
continual learning
(2)
knowledge distillation
(2)
out-of-distribution detection
(2)
graph neural network
(2)
Papers
CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization
AAAI 2026
OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement
CVPR 2026
Palimpsest: Reconciling the CISS Trilemma for Incremental Nuclei Segmentation
AAAI 2026
Semi-supervised Echocardiography Video Segmentation via Anchor Semantic Awareness and Continuous Pseudo-label Reforging
CVPR 2026
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
Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection
MICCAI 2025
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation
CVPR 2025
GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
ICCV 2025
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading
AAAI 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
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation
ICCV 2025
An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment
AAAI 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions
CVPR 2024
Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model
MICCAI 2024
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection
IJCAI 2024
Domesticating SAM for Breast Ultrasound Image Segmentation via Spatial-frequency Fusion and Uncertainty Correction
ECCV 2024
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
NeurIPS 2024
FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers
AAAI 2024
Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
CVPR 2024
MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation
CVPR 2024
PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness
CVPR 2024
VP-SAM: Taming Segment Anything Model for Video Polyp Segmentation via Disentanglement and Spatio-temporal Side Network
ECCV 2024
ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning
AAAI 2023
Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning
AAAI 2023
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images
CVPR 2022
Dual Contrastive Learning with Anatomical Auxiliary Supervision for Few-Shot Medical Image Segmentation
ECCV 2022
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation
ICCV 2021
Deep Style Transfer for Line Drawings
AAAI 2021
Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos
AAAI 2021
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images
AAAI 2021