Yijun Dong
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (17)
π
Keyword Champion
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
data augmentation
(2)
generalization bound
(2)
consistency regularization
(2)
medical image segmentation
(1)
empirical risk minimization
(1)
clustering error
(1)
variance reduction
(1)
semi-supervised classification
(1)
distributionally robust optimization
(1)
moment matching
(1)
data selection
(1)
gradient sketching
(1)
concept shift
(1)
variance-bias tradeoff
(1)
sample efficiency
(1)
relational knowledge distillation
(1)
semi-supervised learning
(1)
spectral clustering
(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
NIPS 2024
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
NIPS 2023
Sample Efficiency of Data Augmentation Consistency Regularization
AISTATS 2023
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
ICML 2023