Yuxin Dong
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Research topics
Keywords
generalization bound
(3)
learning theory
(2)
statistical learning
(2)
robust regression
(1)
image generation
(1)
mutual information
(1)
generalization error
(1)
markov chain
(1)
kernel matrix
(1)
low-rank representation
(1)
conditional mutual information
(1)
pac bound
(1)
random projection
(1)
diffusion model
(1)
lanczos iteration
(1)
information-theoretic bound
(1)
information-theoretic analysis
(1)
jensen-shannon divergence
(1)
modal regression
(1)
font generation
(1)
Papers
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence
ICML 2025
DP-Font: Chinese Calligraphy Font Generation Using Diffusion Model and Physical Information Neural Network
IJCAI 2024
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
ICLR 2024
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
ICML 2024
Robust and Fast Measure of Information via Low-Rank Representation
AAAI 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective
IJCAI 2023
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment
AAAI 2022