Kunda Yan
- Accurate Forgetting for Heterogeneous Federated Continual Learning
2025/02/20 by Abudukelimu Wuerkaixi, Wuerkaixi, Abudukelimu, Sen Cui +15 · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
- Balancing Similarity and Complementarity for Federated Learning
2024/05/16 by Kunda Yan, Sen Cui, Yan, Kunda +13 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- CALM: Consensus-Aware Localized Merging for Multi-Task Learning
2025/06/16 by Kunda Yan, Yan, Kunda, Min Zhang +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
2024/06/06 by Honglei Zhang, Haoxuan Li, Zhang, Honglei +15 · 2 citations
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques