Xixi Jia
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(7)
🧭
Keyword Pioneer
Conferences
NIPS (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
global convergence
(2)
non-convex optimization
(2)
matrix factorization
(2)
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)
bias adaptation
(1)
catastrophic forgetting
(1)
fractional optimal control
(1)
image denoising
(1)
distribution shift
(1)
Papers
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
NIPS 2024
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent
NIPS 2023
CBA: Improving Online Continual Learning via Continual Bias Adaptor
ICCV 2023
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier
ICLR 2023
FOCNet: A Fractional Optimal Control Network for Image Denoising
CVPR 2019