Yipeng Zhou
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (11) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
Conferences
IJCAI (4)
AAAI (1)
ICML (1)
Top co-authors
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)
heterogeneous datum
(1)
client heterogeneity
(1)
vision-language pre-training
(1)
client selection
(1)
communication overhead
(1)
zero-shot classification
(1)
cross-silo federated learning
(1)
model performance
(1)
fairness-aware learning
(1)
vision-language pretraining
(1)
reward budget allocation
(1)
Papers
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach
AAAI 2025
Federated Learning at the Forefront of Fairness: A Multifaceted Perspective
IJCAI 2025
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
ICML 2024
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment
IJCAI 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
IJCAI 2023
A Survey of Federated Evaluation in Federated Learning
IJCAI 2023