Junchao Zhu
8 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
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Conference Pioneer
Conferences
MIDL (6)
AAAI (1)
CVPR (1)
Top co-authors
Keywords
reinforcement learning
(2)
spatial transcriptomics
(2)
graph theory
(1)
noisy label learning
(1)
medical imaging
(1)
3d vision
(1)
image reconstruction
(1)
community detection
(1)
medical image analysis
(1)
network analysis
(1)
cell segmentation
(1)
variational autoencoder
(1)
graph attention network
(1)
proximal policy optimization
(1)
multimodal fusion
(1)
whole slide image
(1)
graph algorithm
(1)
graph mining
(1)
metal artifact reduction
(1)
self-corrective learning
(1)
Papers
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
Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing
MIDL 2026
AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction 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
Forbidden Nodes Aware Community Search
AAAI 2019