3 papers
cs.NI2026
Hybrid Hierarchical Federated Learning over 5G/NextG Wireless Networking
Haiyun Liu, Jiahao Xue, Jie Xu +2
Today's 5G and NextG wireless networks are moving toward using the coordinated multi-point (CoMP) transmission and reception technique, where a client can be simultaneously served…
quant-ph2024
Quantum Entanglement Path Selection and Qubit Allocation via Adversarial Group Neural Bandits
Yin Huang, Lei Wang, Jie Xu
Quantum Data Networks (QDNs) have emerged as a promising framework in the field of information processing and transmission, harnessing the principles of quantum mechanics. QDNs uti…
cs.LG2024
Learning the Optimal Path and DNN Partition for Collaborative Edge Inference
Yin Huang, Letian Zhang, Jie Xu
Recent advancements in Deep Neural Networks (DNNs) have catalyzed the development of numerous intelligent mobile applications and services. However, they also introduce significant…