Yipeng Zhou
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Paradigms · Artificial Intelligence
(5)
Application Areas
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Learning Paradigms · Machine Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Keywords
federated learning
(4)
domain adaptation
(1)
medical imaging
(1)
model evaluation
(1)
multimodal learning
(1)
model aggregation
(1)
bayesian optimization
(1)
incentive mechanism
(1)
online algorithm
(1)
convergence guarantee
(1)
heterogeneous data
(1)
client heterogeneity
(1)
low-rank model
(1)
vision-language pre-training
(1)
client selection
(1)
communication overhead
(1)
zero-shot classification
(1)
cross-silo federated learning
(1)
communication cost
(1)
model performance
(1)
Papers
Federated Learning at the Forefront of Fairness: A Multifaceted Perspective
IJCAI 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach
AAAI 2025
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
ICML 2024
A Survey of Federated Evaluation in Federated Learning
IJCAI 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
IJCAI 2023
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment
IJCAI 2023