720 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- China Mobile (China)CN3 papers
- Zhejiang UniversityCN3 papers
- Tsinghua UniversityCN2 papers
- VTT Technical Research Centre of FinlandFI2 papers
- Beihang UniversityCN1 paper
- Beijing Institute of TechnologyCN1 paper
- Beijing Jiaotong UniversityCN1 paper
- Beijing National Research Center for Information Science and TechnologyCN1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese Academy of SciencesCN1 paper
- City University of MacauMO1 paper
- Institute of Computing TechnologyCN1 paper
10 papers
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…
A Path to Smart Radio Environments: An Industrial Viewpoint on Reconfigurable Intelligent Surfaces
Ruiqi Liu, Qingqing Wu, Marco Di Renzo +1
With both the standardization and commercialization completed in an unforeseen pace for the 5th generation (5G) wireless network, researchers, engineers and executives from the aca…
Neural CRF transducers for sequence labeling
Kai Hu, Zhijian Ou, Min Hu +1
Conditional random fields (CRFs) have been shown to be one of the most successful approaches to sequence labeling. Various linear-chain neural CRFs (NCRFs) are developed to impleme…
Elastic CRFs for Open-ontology Slot Filling
Yinpei Dai, Yichi Zhang, Hong Liu +3
Slot filling is a crucial component in task-oriented dialog systems that is used to parse (user) utterances into semantic concepts called slots. An ontology is defined by the colle…
Deep Learning with Long Short-Term Memory for Time Series Prediction
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li +3
Time series prediction can be generalized as a process that extracts useful information from historical records and then determines future values. Learning long-range dependencies…
Deep Learning-based Intelligent Dual Connectivity for Mobility Management in Dense Network
Chujie Wang, Zhifeng Zhao, Qi Sun +1
Ultra-dense network deployment has been proposed as a key technique for achieving capacity goals in the fifth-generation (5G) mobile communication system. However, the deployment o…
Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li +3
Traffic prediction plays an important role in evaluating the performance of telecommunication networks and attracts intense research interests. A significant number of algorithms a…
A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead
Stefano Buzzi, Chih-Lin I, Thierry E. Klein +3
After about a decade of intense research, spurred by both economic and operational considerations, and by environmental concerns, energy efficiency has now become a key pillar in t…
Secrecy Outage Probability Analysis of Multi-User Multi-Eavesdropper Wireless Systems
Yulong Zou, Jia Zhu, Gongpu Wang +1
In this paper, we explore the physical-layer security of a multi-user wireless system that consists of multiple users intending to transmit to a base station (BS), while multiple e…
Transceiver designs with matrix-version water-filling architecture under mixed power constraints
Chengwen Xing, Zesong Fei, Yiqing Zhou +2
In this paper, we investigate the multiple-input multiple-output (MIMO) transceiver design under an interesting power model named mixed power constraints. In the considered power m…