4 papers
GainNet: Coordinates the Odd Couple of Generative AI and 6G Networks
Ning Chen, Jie Yang, Zhipeng Cheng +7
The rapid expansion of AI-generated content (AIGC) reflects the iteration from assistive AI towards generative AI (GAI) with creativity. Meanwhile, the 6G networks will also evolve…
Integrated Sensing, Communication, and Computing for Cost-effective Multimodal Federated Perception
Ning Chen, Zhipeng Cheng, Xuwei Fan +5
Federated learning (FL) is a classic paradigm of 6G edge intelligence (EI), which alleviates privacy leaks and high communication pressure caused by traditional centralized data pr…
Sparsity-Aware Intelligent Massive Random Access Control in Open RAN: A Reinforcement Learning Based Approach
Xiao Tang, Sicong Liu, Xiaojiang Du +1
Massive random access of devices in the emerging Open Radio Access Network (O-RAN) brings great challenge to the access control and management. Exploiting the bursting nature of th…
Towards Explainability in NLP: Analyzing and Calculating Word Saliency through Word Properties
Jialiang Dong, Zhitao Guan, Longfei Wu +2
The wide use of black-box models in natural language processing brings great challenges to the understanding of the decision basis, the trustworthiness of the prediction results, a…