Yipeng Hu
12 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Core AI
(2)
Domain-Specific
(2)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
prostate cancer
(2)
image segmentation
(1)
image generation
(1)
image synthesis
(1)
computer graphics
(1)
synthetic data generation
(1)
model interpretability
(1)
image registration
(1)
magnetic resonance imaging
(1)
diffusion model
(1)
convergence guarantee
(1)
foundation model
(1)
gradient noise
(1)
stable diffusion
(1)
3d rendering
(1)
computed tomography
(1)
mini-batch size
(1)
autonomous navigation
(1)
graph neural network
(1)
spatial correspondence
(1)
Papers
What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations
MIDL 2026
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications
MICCAI 2025
Patient-specific radiomic feature selection with reconstructed healthy persona of knee MR images
MICCAI 2025
Register Anything: Estimating “Corresponding Prompts” for Segment Anything Model
MICCAI 2025
Subspace Optimization for Large Language Models with Convergence Guarantees
ICML 2025
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
MICCAI 2024
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker
MICCAI 2024
One registration is worth two segmentations
MICCAI 2024
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI
MICCAI 2024
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion
MIDL 2023
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery
NeurIPS 2023
Spatial Correspondence between Graph Neural Network-Segmented Images
MIDL 2023