Lizhi Shao
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Healthcare & Medicine
(3)
Machine Learning
(3)
Architectures
(3)
Clinical
(3)
Computer Vision
(2)
Core Methods
(2)
Domain-Specific
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
whole slide image
(3)
survival prediction
(2)
medical imaging
(2)
gigapixel image
(1)
heterogeneous graph
(1)
tumor heterogeneity
(1)
tissue interaction
(1)
label imbalance
(1)
breast cancer
(1)
computational pathology
(1)
pathological image
(1)
graph neural network
(1)
point transformer
(1)
pathology imaging
(1)
tissue heterogeneity
(1)
cancer survival prediction
(1)
pathological domain knowledge
(1)
federated learning
(1)
multi-site learning
(1)
graph representation learning
(1)
Papers
Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images
CVPR 2025
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
NeurIPS 2024
M2Fusion: Multi-time Multimodal Fusion for Prediction of Pathological Complete Response in Breast Cancer
MICCAI 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images
AAAI 2024