Wenxuan Zhong
8 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π Grand Slam
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(4)
Core Methods
(3)
Mathematics
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Optimization
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Architectures
(1)
Domain-Specific
(1)
Keywords
community structure
(2)
optimal transport
(2)
uncertainty quantification
(1)
medical imaging
(1)
attention mechanism
(1)
knowledge distillation
(1)
minimax optimality
(1)
dimension reduction
(1)
hypothesis testing
(1)
reproducing kernel hilbert space
(1)
sensor networks
(1)
posterior mode
(1)
kernel density estimation
(1)
support vector machine
(1)
streaming data
(1)
leverage score sampling
(1)
sufficient dimension reduction
(1)
nonparametric test
(1)
decentralized learning
(1)
smoothing spline
(1)
Papers
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging
AAAI 2026
Knowledge Cascade: Reverse Knowledge Distillation on Nonparametric Multivariate Functional Estimation
JMLR 2026
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
ICML 2024
Subsampling in Large Graphs Using Ricci Curvature
ICLR 2023
Minimax Nonparametric Parallelism Test
JMLR 2020
Sufficient dimension reduction for classification using principal optimal transport direction
NeurIPS 2020
Large-scale optimal transport map estimation using projection pursuit
NeurIPS 2019
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series
AISTATS 2019