12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2024
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning
Xinyang Liu, Pengchao Han, Xuan Li +1
Decentralized federated learning (DFL) realizes cooperative model training among connected clients without relying on a central server, thereby mitigating communication bottlenecks…
cs.DC2024★ 12 cited
Adaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction
Xiaoye Wang, Xuan Li, Linji Wang +2
This paper proposes an intelligent cache management strategy based on CNN-LSTM to improve the performance and cache hit rate of storage systems. Through comparative experiments wit…
cs.LG2024
Tree-Regularized Tabular Embeddings
Xuan Li, Yun Wang, Bo Li
Tabular neural network (NN) has attracted remarkable attentions and its recent advances have gradually narrowed the performance gap with respect to tree-based models on many public…