Yizhou Liu
6 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(18)
β
Rising Star
(6)
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Healthcare & Medicine
(3)
Mathematics & Optimization
(3)
Clinical
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Core AI
(2)
Optimization
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
partial differential equation
(2)
continual learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
multimodal learning
(1)
text-to-image generation
(1)
optimal control
(1)
mixed integer programming
(1)
latent representation
(1)
dynamical system
(1)
spectral method
(1)
vision-language model
(1)
multimodal large language model
(1)
approximation theory
(1)
high-dimensional pde
(1)
retrieval-augmented generation
(1)
neural operator
(1)
symbolic regression
(1)
semantic token
(1)
group relative policy optimization
(1)
Papers
Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control
CVPR 2026
Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models
CVPR 2026
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration
CVPR 2026
Optimal Control Operator Perspective and a Neural Adaptive Spectral Method
AAAI 2025
PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark
ICLR 2025
SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
ICLR 2025