Lili Su
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
Conferences
NIPS (4)
ECCV (1)
JMLR (1)
Top co-authors
Keywords
federated learning
(4)
convergence analysis
(2)
representation learning
(1)
learning theory
(1)
domain adaptation
(1)
feature distribution
(1)
distributed learning
(1)
distributed optimization
(1)
neural network optimization
(1)
reproducing kernel hilbert space
(1)
gradient descent
(1)
distribution shift
(1)
non-parametric regression
(1)
linear regression
(1)
relu activation
(1)
data heterogeneity
(1)
personalized model
(1)
client heterogeneity
(1)
statistical efficiency
(1)
over-parameterized neural network
(1)
Papers
Personalized Federated Learning via Feature Distribution Adaptation
NIPS 2024
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
NIPS 2024
Non-transferable Pruning
ECCV 2024
A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points
JMLR 2023
Global Convergence of Federated Learning for Mixed Regression
NIPS 2022
On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective
NIPS 2019