Xinyuan Cao
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
representation learning
(1)
learning theory
(1)
contrastive learning
(1)
continual learning
(1)
sample complexity
(1)
feature representation
(1)
low-rank approximation
(1)
message passing
(1)
halfspace learning
(1)
total variation
(1)
lifelong learning
(1)
polynomial time
(1)
log-concave distribution
(1)
graph contrastive learning
(1)
total variation distance
(1)
graph neural network
(1)
contrastive moment
(1)
moment analysis
(1)
structural compression
(1)
Papers
On the Power of Learning-Augmented Search Trees
ICML 2025
StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning
ICLR 2024
Contrastive Moments: Unsupervised Halfspace Learning in Polynomial Time
NeurIPS 2023
Provable Lifelong Learning of Representations
AISTATS 2022