Guangcan Liu
14 papers
· 2012–2025
· 8 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Academic Marathon
(13)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(31)
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Conference Polyglot
(8)
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Keyword Champion
π§¬
Topic Evolution
π
Century Club
(14)
ποΈ
Keyword Collector
(75)
π₯
Unstoppable
(7)
Conferences
IJCAI (3)
NIPS (3)
ICCV (2)
ICML (2)
AAAI (1)
ACL (1)
AISTATS (1)
ECCV (1)
Top co-authors
Keywords
low-rank representation
(3)
neural network
(3)
matrix recovery
(2)
matrix completion
(2)
deep learning
(2)
dictionary learning
(2)
low-rank matrix
(2)
nonconvex optimization
(1)
contrastive learning
(1)
transformer architecture
(1)
attention mechanism
(1)
knowledge distillation
(1)
multi-label classification
(1)
convergence analysis
(1)
self-supervised learning
(1)
function approximation
(1)
representation learning
(1)
constrained optimization
(1)
uniform sampling
(1)
speech separation
(1)
Papers
Maximum-and-Concatenation Networks
ICML 2020
Differentiable Linearized ADMM
ICML 2019
A New Theory for Matrix Completion
NIPS 2017