Zhengrui Guo
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Learning Types · Deep Learning
(2)
Research
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Keywords
whole slide image
(2)
knowledge distillation
(2)
transformer
(1)
privileged information
(1)
neural population dynamics
(1)
brain regions
(1)
foundation model
(1)
spatial transcriptomics
(1)
gigapixel image
(1)
self attention
(1)
pathology diagnosis
(1)
model agnostic
(1)
visual compression
(1)
biomarker prediction
(1)
gene mutation
(1)
behavioral decoding
(1)
transcriptomic neuron identity prediction
(1)
intrinsic representation
(1)
neuron type
(1)
contrastive learning
(1)
Papers
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation
ICLR 2025
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
ICML 2025
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
CVPR 2025
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning
ICLR 2025
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction
MICCAI 2024