Pengyang Zhou
5 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (1)
CVPR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(3)
non-iid datum
(2)
representation learning
(1)
domain generalization
(1)
prototype learning
(1)
model aggregation
(1)
out-of-distribution generalization
(1)
covariate shift
(1)
out-of-distribution detection
(1)
semantic shift
(1)
unsupervised learning
(1)
score-based diffusion
(1)
federated graph learning
(1)
hyperbolic space
(1)
consistent aggregation
(1)
hierarchical information
(1)
score model
(1)
graph neural network
(1)
latent embedding decorrelation
(1)
graph data distribution
(1)
Papers
FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
AAAI 2025
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
ICML 2025
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
NIPS 2024
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
CVPR 2024
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning
IJCAI 2023