Xuefeng Liu

发表论文 98 篇 · 总被引 1580 次 · h-index 16

代表论文

• Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-rank Decomposition (2024 · ACM Multimedia · 被引 28)
• Aligning Before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction (2024 · IEEE Transactions on Mobile Computing · 被引 16)
• The Diversity Bonus: Learning From Dissimilar Clients in Personalized Federated Learning (2025 · IEEE Transactions on Neural Networks and Learning Systems · 被引 10)
• Causality Inspired Federated Learning for OOD Generalization (2025 · International Conference on Machine Learning · 被引 7)
• SITOff: Enabling Size-Insensitive Task Offloading in D2D-Assisted Mobile Edge Computing (2025 · IEEE Transactions on Mobile Computing · 被引 7)
• Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation (2024 · Neural Information Processing Systems · 被引 6)