91 citations · 125 across the 16 of their papers we have counts for
5 papers · 1 filter
Low-Latency High-Level Data Sharing for Connected and Autonomous Vehicular Networks
Qi Chen, Sihai Tang, Jacob Hochstetler +5
Autonomous vehicles can combine their own data with that of other vehicles to enhance their perceptive ability, and thus improve detection accuracy and driving safety. Data sharing…
Universal Rank Inference via Residual Subsampling with Application to Large Networks
Xiao Han, Qing Yang, Yingying Fan
Determining the precise rank is an important problem in many large-scale applications with matrix data exploiting low-rank plus noise models. In this paper, we suggest a universal…
Trust Assessment in Online Social Networks
Guangchi Liu, Qing Yang, Honggang Wang +1
Assessing trust in online social networks (OSNs) is critical for many applications such as online marketing and network security. It is a challenging problem, however, due to the d…
A Probabilistic Graph Model for Trust Opinion Estimation in Online Social Networks
Luke Liu, Qing Yang
Trust assessment plays a key role in many online applications, such as online money lending, product reviewing and active friending. Trust models usually employ a group of paramete…
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning
Qing Yang, Wei Wen, Zuoguan Wang +1
With the rapid scaling up of deep neural networks (DNNs), extensive research studies on network model compression such as weight pruning have been performed for improving deploymen…