Weiqin Zhao
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Healthcare & Medicine
(2)
Architectures
(2)
Clinical
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Types · Deep Learning
(2)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
whole slide image
(3)
medical imaging
(2)
multi-task learning
(1)
knowledge distillation
(1)
feature representation
(1)
multiple instance learning
(1)
mutual information
(1)
foundation model
(1)
vision-language model
(1)
task adaptation
(1)
feature enhancement
(1)
concept anchor
(1)
instance classification
(1)
graph pooling
(1)
layer aggregation
(1)
tumor classification
(1)
task-specific adaptation
(1)
graph neural network
(1)
task-aware knowledge injection
(1)
continuous process
(1)
Papers
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
ICLR 2025
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis
MICCAI 2025
MoST-IG: Morphology-Guided Spatial Transcriptomics Integration via Visual-Genomic Graph Optimal Transport
MICCAI 2025
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
NeurIPS 2024
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis
ICCV 2023
MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis
AAAI 2023