Ruining Deng
10 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 👥 Mega-Team (21)
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Conference Pioneer
Conferences
MIDL (6)
CVPR (2)
MICCAI (2)
Top co-authors
Keywords
medical imaging
(2)
spatial transcriptomics
(2)
image segmentation
(1)
noisy label learning
(1)
3d vision
(1)
medical image segmentation
(1)
image-to-image translation
(1)
partially labeled images
(1)
cell segmentation
(1)
variational autoencoder
(1)
graph attention network
(1)
whole slide image
(1)
dynamic network
(1)
self-corrective learning
(1)
anatomical structure
(1)
digital pathology
(1)
graph neural network
(1)
conditional diffusion model
(1)
virtual staining
(1)
gene expression prediction
(1)
Papers
Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing
MIDL 2026
SCR$^2$-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
MIDL 2026
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
ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
CVPR 2025
Top-Down Attention-based Multiple Instance Learning for Whole Slide Image Analysis
MICCAI 2025
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
CVPR 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
MICCAI 2024
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