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cs.IT2023
On the View-and-Channel Aggregation Gain in Integrated Sensing and Edge AI
Xu Chen, Khaled B. Letaief, Kaibin Huang
Sensing and edge artificial intelligence (AI) are two key features of the sixth-generation (6G) mobile networks. Their natural integration, termed Integrated sensing and edge AI (I…
cs.NI2023
Device-Edge Cooperative Fine-Tuning of Foundation Models as a 6G Service
Hai Wu, Xu Chen, Kaibin Huang
Foundation models (FoMos), referring to large-scale AI models, possess human-like capabilities and are able to perform competitively in the domain of human intelligence. The breakt…
cs.DC2023
On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels
Xu Chen, Erik G. Larsson, Kaibin Huang
Distributed tensor decomposition (DTD) is a fundamental data-analytics technique that extracts latent important properties from high-dimensional multi-attribute datasets distribute…