Xitong Ling
4 papers · 2026–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Research
(1)
Science
(1)
Keywords
computational pathology
(2)
multiple instance learning
(2)
vision transformer
(2)
hidden state
(1)
foundation model
(1)
whole slide image
(1)
spatial transcriptomics
(1)
histology image
(1)
survival prediction
(1)
hyperbolic space
(1)
hierarchical representation learning
(1)
layer pruning
(1)
iterative pruning
(1)
cross-modal prediction
(1)
model compression
(1)
magnitude compensation
(1)
self-supervised learning
(1)
gene expression
(1)
Papers
HyperST: Hierarchical Hyperbolic Learning for Spatial Transcriptomics Prediction
CVPR 2026
Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation
AAAI 2026
StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology
MIDL 2026
Turning Pre-Trained Vision Transformers into End-to-End Histopathology Whole Slide Image Models for Survival Prediction
CVPR 2026