HuiYang Shao
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Computer Vision
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
representation learning
(1)
feature learning
(1)
image generation
(1)
binary classification
(1)
image restoration
(1)
attention mechanism
(1)
image synthesis
(1)
flow matching
(1)
adaptive sampling
(1)
importance sampling
(1)
generalization error
(1)
multi-class classification
(1)
roc curve
(1)
auc optimization
(1)
sampling efficiency
(1)
generalization analysis
(1)
surrogate loss
(1)
cost-sensitive learning
(1)
distributionally robust optimization
(1)
ranking optimization
(1)
Papers
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories
CVPR 2025
Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild
ICCV 2023
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation
ICML 2023
Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ
AAAI 2023
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning
NeurIPS 2023
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm
NeurIPS 2022