Yalin Zheng
21 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (6) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (30)
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Conference Polyglot
(6)
π
Academic Marathon
(6)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(15)
π₯
Unstoppable
(7)
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Century Club
(20)
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Conference Pioneer
ποΈ
Keyword Collector
(58)
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Prolific Year
(9)
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The Questioner
Conferences
MICCAI (10)
CVPR (5)
AAAI (2)
MIDL (2)
ECCV (1)
ICCV (1)
Top co-authors
Keywords
deep learning
(3)
histopathology image
(2)
human action recognition
(2)
medical imaging
(2)
whole slide image
(2)
image segmentation
(1)
semantic segmentation
(1)
representation learning
(1)
uncertainty quantification
(1)
contrastive learning
(1)
weakly supervised learning
(1)
multimodal learning
(1)
medical image segmentation
(1)
variational inference
(1)
multiple instance learning
(1)
medical image analysis
(1)
semi-supervised learning
(1)
biomedical imaging
(1)
tree structure
(1)
lottery ticket hypothesis
(1)
Papers
SCR$^2$-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
MIDL 2026
tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-based Glaucoma Forecasting
MICCAI 2025
A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement
MICCAI 2025
Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis
MICCAI 2025
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport
MICCAI 2025
Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading
MICCAI 2025
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CVPR 2025
MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images
MICCAI 2025
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation
MICCAI 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
AAAI 2025
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting
MICCAI 2024
A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement
MICCAI 2024
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition
AAAI 2024
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation
MICCAI 2024
Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model
CVPR 2023
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
CVPR 2022
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting
ICCV 2021
A regularization term for slide correlation reduction in whole slide image analysis with deep learning
MIDL 2021
Regression of Instance Boundary by Aggregated CNN and GCN
ECCV 2020
Learning Active Contour Models for Medical Image Segmentation
CVPR 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering
CVPR 2019