Yijun Dong
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
data augmentation
(2)
consistency regularization
(2)
generalization bound
(2)
variance reduction
(2)
medical image segmentation
(1)
empirical risk minimization
(1)
intrinsic dimension
(1)
clustering error
(1)
semi-supervised classification
(1)
distributionally robust optimization
(1)
moment matching
(1)
data selection
(1)
gradient sketching
(1)
ridgeless regression
(1)
concept shift
(1)
variance-bias tradeoff
(1)
performance gap
(1)
relational knowledge distillation
(1)
sample efficiency
(1)
pseudo-labels
(1)
Papers
Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension
ICML 2025
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
NeurIPS 2024
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
ICML 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
NeurIPS 2023
Sample Efficiency of Data Augmentation Consistency Regularization
AISTATS 2023