Guohao Shen
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
deep neural network
(2)
excess risk bound
(2)
quantile regression
(1)
density ratio estimation
(1)
nonparametric estimation
(1)
curse of dimensionality
(1)
minimax optimal
(1)
generalization
(1)
convolutional neural network
(1)
approximation theory
(1)
functional equivalence
(1)
gradient projection
(1)
sobolev space
(1)
covering number
(1)
network width
(1)
gradient modulation
(1)
multimodal domain generalization
(1)
semantic confidence
(1)
non-crossing penalty
(1)
rectifier quadratic unit
(1)
Papers
Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
AAAI 2026
Error Analysis for Deep ReLU Feedforward Density-Ratio Estimation with Bregman Divergence
JMLR 2026
Exploring the Complexity of Deep Neural Networks through Functional Equivalence
ICML 2024
Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks
JMLR 2024
Approximation with CNNs in Sobolev Space: with Applications to Classification
NeurIPS 2022