28 citations · 43 across the 7 of their papers we have counts for
7 papers
Deep Joint Source-Channel Coding for Wireless Image Transmission with Semantic Importance
Qizheng Sun, Caili Guo, Yang Yang +3
The sixth-generation mobile communication system proposes the vision of smart interconnection of everything, which requires accomplishing communication tasks while ensuring the per…
Deep Joint Source-Channel Coding Based on Semantics of Pixels
Qizheng Sun, Caili Guo, Yang Yang +3
The semantic information of the image for intelligent tasks is hidden behind the pixels, and slight changes in the pixels will affect the performance of intelligent tasks. In order…
Semantic-assisted image compression
Qizheng Sun, Caili Guo, Yang Yang +2
Conventional image compression methods typically aim at pixel-level consistency while ignoring the performance of downstream AI tasks.To solve this problem, this paper proposes a S…
Bandwidth and Power Allocation for Task-Oriented SemanticCommunication
Chuanhong Liu, Caili Guo, Yang Yang +1
Deep learning enabled semantic communication has been studied to improve communication efficiency while guaranteeing intelligent task performance. Different from conventional commu…
Jointly Learning Agent and Lane Information for Multimodal Trajectory Prediction
Jie Wang, Caili Guo, Minan Guo +1
Predicting the plausible future trajectories of nearby agents is a core challenge for the safety of Autonomous Vehicles and it mainly depends on two external cues: the dynamic neig…
Semantic Communications With AI Tasks
Yang Yang, Caili Guo, Fangfang Liu +4
A radical paradigm shift of wireless networks from ``connected things'' to ``connected intelligence'' undergoes, which coincides with the Shanno and Weaver's envisions: Communicati…
A Content Driven Resource Allocation Scheme for Video Transmission in Vehicular Networks
Jiujiu Chen, Chunyan Feng, Caili Guo +1
With the growing computer vision applications, lots of videos are transmitted for content analysis, the way to allocate resources can affect the performance of video content analys…