Yuankai Huo
14 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π₯ Mega-Team Β· Squad
π
Conference Pioneer
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
spatial transcriptomics
(2)
medical imaging
(2)
medical image segmentation
(2)
noisy label learning
(1)
cell segmentation
(1)
semantic segmentation
(1)
transfer learning
(1)
image reconstruction
(1)
image-to-image translation
(1)
medical image analysis
(1)
partially labeled images
(1)
proximal policy optimization
(1)
variational autoencoder
(1)
graph attention network
(1)
3d vision
(1)
multimodal fusion
(1)
whole slide image
(1)
image segmentation
(1)
contrastive learning
(1)
Papers
AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning
MIDL 2026
Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing
MIDL 2026
MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI
MIDL 2026
SCR$^2$-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
MIDL 2026
ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
CVPR 2025
CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels
MIDL 2025
MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
MIDL 2025
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
MICCAI 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
CVPR 2024
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
ICLR 2023
Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis
MIDL 2023
Single Dynamic Network for Multi-label Renal Pathology Image Segmentation
MIDL 2022
Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation
ECCV 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
ECCV 2020