Du Chen
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Computer Vision
(3)
Processing
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Security & Privacy
(2)
Application Areas
(2)
Core Methods
(2)
Differential Privacy
(2)
Models
(2)
Optimization
(2)
Interdisciplinary
(1)
Architectures
(1)
Cognitive Science
(1)
Domain-Specific
(1)
Keywords
differential privacy
(3)
convex optimization
(2)
perceptual quality
(2)
image super-resolution
(2)
objective perturbation
(2)
human annotation
(2)
quantile regression
(1)
resource allocation
(1)
stochastic convex optimization
(1)
mirror descent
(1)
neural representation
(1)
implicit neural representation
(1)
loss function
(1)
image quality assessment
(1)
differentiable rendering
(1)
human perception
(1)
joint differential privacy
(1)
dual problem
(1)
feed-forward network
(1)
generalization risk
(1)
Papers
Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm
ICLR 2025
Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution
ICCV 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
CVPR 2025
Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation
NeurIPS 2024
Differentially Private Stochastic Convex Optimization under a Quantile Loss Function
ICML 2023
Human Guided Ground-Truth Generation for Realistic Image Super-Resolution
CVPR 2023