2 citations · 4 across the 7 of their papers we have counts for
7 papers
Efficient LLM Inference over Heterogeneous Edge Networks with Speculative Decoding
Bingjie Zhu, Zhixiong Chen, Liqiang Zhao +2
Large language model (LLM) inference at the network edge is a promising serving paradigm that leverages distributed edge resources to run inference near users and enhance privacy.…
Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms
Guorong Zhou, Liqiang Zhao, Gan Zheng +3
As an attractive enabling technology for next-generation wireless communications, network slicing supports diverse customized services in the global space-air-ground integrated net…
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control
Musbahu Mohammed Adam, Liqiang Zhao, Kezhi Wang +1
In recent years, the exponential proliferation of smart devices with their intelligent applications poses severe challenges on conventional cellular networks. Such challenges can b…
A Survey on Open-Source-Defined Wireless Networks: Framework, Key Technology, and Implementation
Liqiang Zhao, Muhammad Muhammad Bala, Wu Gang +7
The realization of open-source-defined wireless networks in the telecommunication domain is accomplished through the fifth-generation network (5G). In contrast to its predecessors…
Open-Source Multi-Access Edge Computing for 6G: Opportunities and Challenges
Liqiang Zhao, Guorong Zhou, Gan Zheng +3
Multi-access edge computing (MEC) is capable of meeting the challenging requirements of next-generation networks, e.g., 6G, as a benefit of providing computing and caching capabili…
Model-driven Learning for Generic MIMO Downlink Beamforming With Uplink Channel Information
Juping Zhang, Minglei You, Gan Zheng +2
Accurate downlink channel information is crucial to the beamforming design, but it is difficult to obtain in practice. This paper investigates a deep learning-based optimization ap…
Content Placement in Cache-Enabled Sub-6 GHz and Millimeter-Wave Multi-antenna Dense Small Cell Networks
Yongxu Zhu, Gan Zheng, Lifeng Wang +2
This paper studies the performance of cache-enabled dense small cell networks consisting of multi-antenna sub-6 GHz and millimeter-wave base stations. Different from the existing w…