Di Fang
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(9)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (2)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
analytic learning
(2)
closed-form solution
(2)
continual learning
(1)
catastrophic forgetting
(1)
model aggregation
(1)
gradient descent
(1)
pre-trained model
(1)
non-iid datum
(1)
pretrained model
(1)
class incremental learning
(1)
generalized class incremental learning
(1)
exemplar-free learning
(1)
analytic federated learning
(1)
single-round aggregation
(1)
data heterogeneity invariance
(1)
federated learning
(1)
gradient-free training
(1)
matrix decomposition
(1)
Papers
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
CVPR 2025
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
ICML 2025
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
ICML 2025
GACL: Exemplar-Free Generalized Analytic Continual Learning
NIPS 2024