Qunwei Li
4 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π£ Hot Topic Early Bird
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AAAI (1)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(1)
catastrophic forgetting
(1)
nonconvex optimization
(1)
graph classification
(1)
convergence analysis
(1)
sample complexity
(1)
incremental learning
(1)
neural network optimization
(1)
gradient descent
(1)
variance reduction
(1)
machine learning
(1)
spectral analysis
(1)
linear convergence
(1)
proximal gradient
(1)
proximal gradient descent
(1)
convergence rate
(1)
node classification
(1)
momentum method
(1)
generalization gap
(1)
activation function
(1)
Papers
Towards Efficient Replay in Federated Incremental Learning
CVPR 2024
Learning Graph Neural Networks with Approximate Gradient Descent
AAAI 2021
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning
NIPS 2020
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
ICML 2017