Danshi Wang
Orcid: 0000-0001-9815-4013
According to our database1,
Danshi Wang
authored at least 72 papers
between 2015 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
SHAP-assisted EE-LightGBM model for explainable fault diagnosis in practical optical networks.
J. Opt. Commun. Netw., 2025
2024
DT-LNS: Digital-Twin-Based Low-Risk Network Slicing Using Safe Reinforcement Learning.
IEEE Internet Things J., December, 2024
AlarmGPT: an intelligent alarm analyzer for optical networks using a generative pre-trained transformer.
J. Opt. Commun. Netw., June, 2024
IEEE Commun. Lett., June, 2024
Semi-supervised learning model synergistically utilizing labeled and unlabeled data for failure detection in optical networks.
J. Opt. Commun. Netw., May, 2024
Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet.
IEEE Trans. Ind. Informatics, March, 2024
J. Opt. Commun. Netw., March, 2024
Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.
IEEE Netw., January, 2024
Downlink Carrier Frequency Offset Estimation for OTFS-Based LEO Satellite Communication System.
IEEE Commun. Lett., January, 2024
Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations.
CoRR, 2024
CoRR, 2024
Transnet: A High-accuracy Network Delay Prediction Model via Transformer and GNN in 6G.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Expertise-Embedded Machine Learning for Enhanced Failure Management of Optical Modules in OTN.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
2023
J. Opt. Commun. Netw., December, 2023
Covert fault detection with imbalanced data using an improved autoencoder for optical networks.
J. Opt. Commun. Netw., November, 2023
Region-based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things.
IET Signal Process., May, 2023
Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
End-to-End Learning for Free Space Optical Communication with BiLSTM-based Channel Model.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023
2022
Potential failure cause identification for optical networks using deep learning with an attention mechanism.
JOCN, 2022
Cloud-Edge Collaboration in Industrial Internet of Things: A Joint Offloading Scheme Based on Resource Prediction.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Improving Person Reidentification Using a Self-Focusing Network in Internet of Things.
IEEE Internet Things J., 2022
IEEE Commun. Mag., 2022
Sci. China Inf. Sci., 2022
A Fast Amplifier Gain and Tilt Configuration Algorithm for Dynamic C+L-band Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Digital Twin-Assisted Optical Power Allocation for Flexible and Customizable SNR Optimization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Convolutional Neural Network for Performance Monitoring and Modulation Formation Recognition in Communication System.
Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022
2021
IEEE Commun. Lett., 2021
The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation.
IEEE Commun. Mag., 2021
Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture.
IEEE Access, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Semi-supervised Anomaly Detection with Imbalanced Data for Failure Detection in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the 21st International Conference on Communication Technology, 2021
Transformer-based Alarm Context-Vectorization Representation for Reliable Alarm Root Cause Identification in Optical Networks.
Proceedings of the European Conference on Optical Communication, 2021
2020
JOCN, 2020
IEEE Internet Things J., 2020
Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory.
IEEE Access, 2020
A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing.
Proceedings of the 2020 IEEE World Congress on Services, 2020
Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning.
Proceedings of the European Conference on Optical Communications, 2020
2019
JOCN, 2019
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
A Multi-Migration Seamless Handover Scheme for Vehicular Networks in Fog-based 5G Optical Fronthaul.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Load-Aware Dynamic Traffic Migration Enabling Low Latency in Hierarchical Edge Cloud-Based 5G Fronthaul.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
2017
Demonstration of reconfigurable WDM multicast supporting content replication and protection switching for content delivery optical network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Convolutional Neural Network-Based Deep Learning for Intelligent OSNR Estimation on Eye Diagrams.
Proceedings of the European Conference on Optical Communication, 2017
2016
All-optical WDM multicast scheme for supporting emergency multicast communication in WDM optical access network based on FWM in SOA.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016
10-Gbps optical duobinary signal generated by bandwidth-limited RSOA in colorless ONUs and compensated by FBG-based equalizer in OLT.
Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016
SVM detection for superposed pulse amplitude modulation in visible light communications.
Proceedings of the 10th International Symposium on Communication Systems, 2016
2015
Multifunctional all-optical signal processing scheme for simultaneous multichannel WDM multicast and XOR logic gates based on FWM in QD-SOA.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015
Proceedings of the Fuzzy System and Data Mining, 2015
Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise.
Proceedings of the European Conference on Optical Communication, 2015