Zhiwen Xiao

Orcid: 0000-0002-7814-5790

According to our database1, Zhiwen Xiao authored at least 28 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Densely Knowledge-Aware Network for Multivariate Time Series Classification.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

A heuristic method for discovering multi-class classification rules from multi-source data in cloud-edge system.
J. King Saud Univ. Comput. Inf. Sci., February, 2024

2023
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput., December, 2023

Rethinking attention mechanism in time series classification.
Inf. Sci., May, 2023

Classification-Oriented Distributed Semantic Communication for Multivariate Time Series.
IEEE Signal Process. Lett., 2023

FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation.
Proceedings of the IEEE International Conference on Communications, 2023

THRCache: DRAM-NVM Multi-level Cache with Thresholded Heterogeneous Random Choices.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022
An Efficient Federated Distillation Learning System for Multitask Time Series Classification.
IEEE Trans. Instrum. Meas., 2022

SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst., 2022

An Efficient Federated Distillation Learning System for Multi-task Time Series Classification.
CoRR, 2022

Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks.
Proceedings of the 3rd International Conference on Intelligent Data Science Technologies and Applications, 2022

Construction of Complex Brain Network Based on EEG Signals and Evaluation of General Anesthesia Status.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022

Binary Gaussian Mask Weighted Joint Dynamic and Static Guided Discriminative Correlation Filter for Visual Tracking.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Explainable Fraud Detection for Few Labeled Time Series Data.
Secur. Commun. Networks, 2021

A new multi-process collaborative architecture for time series classification.
Knowl. Based Syst., 2021

A federated learning system with enhanced feature extraction for human activity recognition.
Knowl. Based Syst., 2021

RTFN: A robust temporal feature network for time series classification.
Inf. Sci., 2021

A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC.
IEEE Internet Things J., 2021

RNTS: Robust Neural Temporal Search for Time Series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention.
IEEE Internet Things J., 2020

RTFN: Robust Temporal Feature Network.
CoRR, 2020

STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2017
Model and Algorithm for Rescue Resource Assignment Problem in Disaster Response Based on Demand-Ability-Equipment Matching.
Proceedings of the Queueing Theory and Network Applications, 2017


  Loading...