Xiangxiang Xu
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (14)
π
Interdisciplinary Bridge
π
Conference Pioneer
Conferences
AAAI (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
multimodal learning
(2)
representation learning
(1)
semi-supervised learning
(1)
feature learning
(1)
feature extraction
(1)
knowledge transfer
(1)
sample complexity
(1)
function space
(1)
statistical dependence
(1)
spectral decomposition
(1)
feature geometry
(1)
task similarity
(1)
linear combination
(1)
correlation analysis
(1)
neural feature extractor
(1)
multi-source transfer learning
(1)
neural network
(1)
dependency analysis
(1)
transferability measure
(1)
dimensionality reduction
(1)
Papers
Operator SVD with Neural Networks via Nested Low-Rank Approximation
ICML 2024
Neural Feature Learning in Function Space
JMLR 2024
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
NIPS 2021
An Efficient Approach to Informative Feature Extraction from Multimodal Data
AAAI 2019