Chen Cheng
8 papers · 2013–2026 · 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· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
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The Questioner
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Conference Pioneer
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Research topics
Keywords
training error
(2)
linear regression
(2)
generalization error
(2)
bayesian inference
(1)
uncertainty quantification
(1)
distributed learning
(1)
image editing
(1)
model aggregation
(1)
high-dimensional statistics
(1)
vc dimension
(1)
fisher information
(1)
mutual information
(1)
label noise
(1)
generative model
(1)
diffusion model
(1)
minimax rate
(1)
model training
(1)
prediction set
(1)
tool use
(1)
value alignment
(1)
Papers
Is Memorization Helpful or Harmful? Prior Information Sets the Threshold
COLT 2026
Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation
AAAI 2026
Text-to-Image Rectified Flow as Plug-and-Play Priors
ICLR 2025
Two fundamental limits for uncertainty quantification in predictive inference
COLT 2024
Collaboratively Learning Linear Models with Structured Missing Data
NeurIPS 2023
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
EMNLP 2023
Memorize to generalize: on the necessity of interpolation in high dimensional linear regression
COLT 2022
Where You Like to Go Next: Successive Point-of-Interest Recommendation
IJCAI 2013