Pengyang Zhou
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Learning Paradigms · Machine Learning
(2)
Core AI
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
federated learning
(3)
non-iid data
(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)
vision-language model
(1)
semantic shift
(1)
score-based diffusion
(1)
federated graph learning
(1)
hyperbolic space
(1)
out-of-distribution robustness
(1)
consistent aggregation
(1)
hierarchical information
(1)
federated prompt learning
(1)
score model
(1)
graph neural network
(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
NeurIPS 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