research
∙
04/03/2023
Towards Deterministic Communications in 6G Networks: State of the Art, Open Challenges and the Way Forward
Over the last decade, society and industries are undergoing rapid digiti...
share
research
∙
10/24/2022
Active Reconfigurable Intelligent Surface Aided Surveillance Scheme
This letter attempts to design a surveillance scheme by adopting an acti...
research
∙
08/15/2022
Secure Transmission Design for Virtual Antenna Array-aided Device-to-device Multicast Communications
This paper investigates the physical-layer security in a Virtual Antenna...
research
∙
06/11/2022
Defending Adversarial Examples by Negative Correlation Ensemble
The security issues in DNNs, such as adversarial examples, have attracte...
research
∙
04/30/2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data
Existing deep learning-enabled semantic communication systems often rely...
research
∙
12/29/2021
Learning nonlinear dynamics in synchronization of knowledge-based leader-following networks
Knowledge-based leader-following synchronization problem of heterogeneou...
research
∙
12/21/2021
Interference and Coverage Analysis of mmWave Inter-Vehicle Broadcast with Directional Antennas
Thanks to the availability of large bandwidth and high-gain directional ...
research
∙
10/09/2021
Google Landmark Retrieval 2021 Competition Third Place Solution
We present our solutions to the Google Landmark Challenges 2021, for bot...
research
∙
07/04/2021
AdaL: Adaptive Gradient Transformation Contributes to Convergences and Generalizations
Adaptive optimization methods have been widely used in deep learning. Th...
research
∙
06/18/2021
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models
Multivariate time series prediction has attracted a lot of attention bec...
research
∙
04/12/2021
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods
Because of the fast advance rate and the improved personnel safety, tunn...
research
∙
01/05/2021
Multi-Cell, Multi-Channel URLLC with Probabilistic Per-Packet Real-Time Guarantee
Ultra-reliable, low-latency communication (URLLC) represents a new focus...
research
∙
12/23/2020
Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing
Radio access network (RAN) virtualization is gaining more and more groun...
research
∙
12/08/2020
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection
Arbitrary-oriented objects widely appear in natural scenes, aerial photo...
research
∙
09/01/2020
Stochastic Graph Recurrent Neural Network
Representation learning over graph structure data has been widely studie...
research
∙
06/25/2020
ELMV: a Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values
Many real-world Electronic Health Record (EHR) data contains a large pro...
research
∙
07/02/2018