Ziqing Xu
3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AISTATS (2)
AAAI (1)
Top co-authors
Keywords
transfer learning
(1)
tensor decomposition
(1)
gradient descent
(1)
stacked denoising autoencoder
(1)
convergence rate
(1)
linear network
(1)
recommender system
(1)
tucker decomposition
(1)
orthogonal constraint
(1)
cross-domain alignment
(1)
neural network
(1)
deep transfer tensor decomposition
(1)
Papers
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization
AISTATS 2025
Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization
AISTATS 2023
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems
AAAI 2021