224 citations · 1.7k across the 40 of their papers we have counts for
8 papers · 1 filter
QoS-aware Full-duplex Concurrent Scheduling for Millimeter Wave Wireless Backhaul Networks
Weiguang Ding, Yong Niu, Hao Wu +2
The development of self-interference (SI) cancelation technology makes full-duplex (FD) communication possible. Considering the quality of service (QoS) of flows in small cells den…
Relay-Assisted and QoS Aware Scheduling to Overcome Blockage in mmWave Backhaul Networks
Yong Niu, Weiguang Ding, Hao Wu +4
In the scenario where small cells are densely deployed, the millimeter wave (mmWave) wireless backhaul network has been widely used. However, mmWave is easily blocked by obstacles,…
Device-to-Device Communications Enabled Multicast Scheduling with the Multi-Level Codebook in mmWave Small Cells
Yong Niu, Liren Yu, Yong Li +3
With the exponential growth of mobile data, there are increasing interests to deploy small cells in millimeter wave (mmWave) bands to underlay the conventional homogeneous macrocel…
Mobility-aware Caching Scheduling for Fog Computing in mmWave Band
Yong Niu, Yu Liu, Yong Li +3
As an extension of cloud computing, fog computing at the edge of networks provides low latency, location awareness, and real-time interactions. At the same time, millimeter wave (m…
Sampler Design for Bayesian Personalized Ranking by Leveraging View Data
Jingtao Ding, Guanghui Yu, Xiangnan He +2
Bayesian Personalized Ranking (BPR) is a representative pairwise learning method for optimizing recommendation models. It is widely known that the performance of BPR depends largel…
Recommender Systems with Characterized Social Regularization
Tzu-Heng Lin, Chen Gao, Yong Li
Social recommendation, which utilizes social relations to enhance recommender systems, has been gaining increasing attention recently with the rapid development of online social ne…
Barriers in Seamless QoS for Mobile Applications
Mohammad A. Hoque, Hassan Abbas, Tong Li +3
For seamless QoS, it is important that all the stakeholders, such as the hosts, applications, access networks, routers, and other middleboxes, follow a single protocol and they tru…
Learning to Recommend with Multiple Cascading Behaviors
Chen Gao, Xiangnan He, Dahua Gan +7
Most existing recommender systems leverage user behavior data of one type only, such as the purchase behavior in E-commerce that is directly related to the business KPI (Key Perfor…