Guohao Shen
4 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
excess risk bound
(2)
quantile regression
(1)
nonparametric estimation
(1)
convolutional neural network
(1)
deep neural network
(1)
approximation theory
(1)
gradient projection
(1)
sobolev space
(1)
gradient modulation
(1)
multimodal domain generalization
(1)
semantic confidence
(1)
non-crossing penalty
(1)
manifold learning
(1)
rectifier quadratic unit
(1)
Papers
Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
AAAI 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
NIPS 2022