Xixi Jia
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
global convergence
(2)
non-convex optimization
(2)
bias adaptation
(2)
matrix factorization
(2)
distribution shift
(1)
dynamic system
(1)
convergence rate
(1)
convolutional neural network
(1)
gauss-newton method
(1)
matrix sensing
(1)
low-rank matrix sensing
(1)
online continual learning
(1)
scaled gradient descent
(1)
fractional differential equation
(1)
rehearsal learning
(1)
catastrophic forgetting
(1)
fractional optimal control
(1)
semi-supervised learning
(1)
image denoising
(1)
class imbalance
(1)
Papers
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
NeurIPS 2024
CBA: Improving Online Continual Learning via Continual Bias Adaptor
ICCV 2023
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier
ICLR 2023
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent
NeurIPS 2023
FOCNet: A Fractional Optimal Control Network for Image Denoising
CVPR 2019