Yipei Wang
11 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Triple Crown
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Grand Slam
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Conference Pioneer
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Prolific Year Β· Productive
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Century Club Β· Bronze
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Architectures
(3)
Core AI
(3)
Optimization & Theory Β· Machine Learning
(3)
Core Methods
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Vision
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Keywords
deep neural network
(2)
deep ensemble
(2)
feature attribution
(2)
representation learning
(1)
catastrophic forgetting
(1)
domain generalization
(1)
contrastive learning
(1)
attention mechanism
(1)
convergence analysis
(1)
saliency map
(1)
neural network optimization
(1)
theoretical analysis
(1)
model interpretability
(1)
covariate shift
(1)
ensemble learning
(1)
learning theory
(1)
foundation model
(1)
input salience
(1)
model convergence
(1)
stochastic optimization
(1)
Papers
What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations
MIDL 2026
Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
ICLR 2025
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications
MICCAI 2025
LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
AAAI 2025
Benchmarking Deletion Metrics with the Principled Explanations
ICML 2024
Debiasing Attention Mechanism in Transformer without Demographics
ICLR 2024
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
NeurIPS 2024
On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective
AISTATS 2024
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI
MICCAI 2024
βWhy Not Other Classes?β: Towards Class-Contrastive Back-Propagation Explanations
NeurIPS 2022
Self-Interpretable Model with Transformation Equivariant Interpretation
NeurIPS 2021