Yilei Shi
13 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (6) π§ Keyword Pioneer
π§
Keyword Pioneer
π
Keyword Champion
(2)
π€
Dynamic Duo
(10)
π
Conference Pioneer
π
Century Club
(12)
β‘
Prolific Year
(6)
Conferences
MICCAI (6)
AAAI (2)
CVPR (2)
ECCV (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
cad generation
(2)
diffusion model
(2)
point cloud generation
(1)
self-supervised learning
(1)
medical imaging
(1)
multimodal learning
(1)
3d vision
(1)
conditional generation
(1)
generative model
(1)
state space model
(1)
latent representation
(1)
latent space
(1)
3d generation
(1)
feature fusion
(1)
graph attention network
(1)
latent diffusion
(1)
variance minimization
(1)
neural controlled differential equation
(1)
non-autoregressive generation
(1)
boundary representation
(1)
Papers
ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
AAAI 2026
Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression
CVPR 2025
BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion
CVPR 2025
MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence
ICCV 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
ICLR 2025
LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation
AAAI 2025
High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation
MICCAI 2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning
MICCAI 2024
Rethinking Cell Counting Methods: Decoupling Counting and Localization
MICCAI 2024
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation
MICCAI 2024
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
MICCAI 2024
Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization
ECCV 2024
CausalCLIPSeg: Unlocking CLIPβs Potential in Referring Medical Image Segmentation with Causal Intervention
MICCAI 2024