Rongshan Yu
6 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Application Areas
(3)
Core AI
(3)
Computer Vision
(2)
Architectures
(2)
Clinical
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Keywords
whole slide image
(3)
medical imaging
(2)
multiple instance learning
(2)
vision-language model
(2)
fine-grained classification
(1)
instruction following
(1)
instruction tuning
(1)
hierarchical representation
(1)
gene expression
(1)
low-rank adaptation
(1)
mixture of expert
(1)
spatial transcriptomics
(1)
histology image
(1)
expert specialization
(1)
heterogeneous graph
(1)
cosine similarity
(1)
hyperbolic space
(1)
gradient conflict
(1)
client optimization
(1)
hierarchical representation learning
(1)
Papers
Hybrid Routing for a Mixture of LoRA Experts
AAAI 2026
HyperST: Hierarchical Hyperbolic Learning for Spatial Transcriptomics Prediction
CVPR 2026
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
CVPR 2025
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
CVPR 2024
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis
AAAI 2022
Federated Learning with Fair Averaging
IJCAI 2021