Danshi Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 69

Top Topics

Failure Prediction

Programmable Logic

Imbalanced Data

Optical Networks

Top Venues

J. Opt. Commun. Netw.

Publications

Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration. IEEE Netw. 38 (1) (2024)
Songyan Li, Min Zhang, Cheng Ju, Dongdong Wang, Wenbin Chen, Pengsheng Zhou, Danshi Wang
Downlink Carrier Frequency Offset Estimation for OTFS-Based LEO Satellite Communication System. IEEE Commun. Lett. 28 (1) (2024)
Cheng Xing, Chunyu Zhang, Yu Wang, Zhiyan Duan, Wenjie Song, Min Zhang, Danshi Wang
Spatio-Temporal Failure Prediction Using LSTGM for Optical Networks. OFC (2024)
Shengyi Ding, Jin Li, Yonghan Wu, Danshi Wang, Min Zhang
Transnet: A High-accuracy Network Delay Prediction Model via Transformer and GNN in 6G. WCNC (2024)
Meixia Fu, Zhenqian Wang, Jianquan Wang, Qu Wang, Zhangchao Ma, Danshi Wang
Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet. IEEE Trans. Ind. Informatics 20 (3) (2024)
Wenbin Chen, Songyan Li, Cheng Ju, Dongdong Wang, Jin Li, Danshi Wang
Semantic-Enhanced Downlink LEO Satellite Communication System With OTFS Modulation. IEEE Commun. Lett. 28 (6) (2024)
Weijie Yang, Chunyu Zhang, Danshi Wang, Hong Zhu, Xinxing Xu, Degang Shi, Min Zhang
Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management. OFC (2024)
Yidi Wang, Chunyu Zhang, Jin Li, Yue Pang, Lifang Zhang, Min Zhang, Danshi Wang
AlarmGPT: an intelligent alarm analyzer for optical networks using a generative pre-trained transformer. J. Opt. Commun. Netw. 16 (6) (2024)
Yao Zhang, Min Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Shikui Shen, Danshi Wang
GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network. OFC (2024)
Yue Pang, Min Zhang, Lifang Zhang, Jin Li, Wenbin Chen, Yidi Wang, Danshi Wang
Blockchain for the digital twin-driven autonomous optical network. J. Opt. Commun. Netw. 16 (3) (2024)
Zhiming Sun, Chunyu Zhang, Min Zhang, Bing Ye, Danshi Wang
Semi-supervised learning model synergistically utilizing labeled and unlabeled data for failure detection in optical networks. J. Opt. Commun. Netw. 16 (5) (2024)
Zhiming Sun, Chunyu Zhang, Min Zhang, Bing Ye, Danshi Wang
Expertise-Embedded Machine Learning for Enhanced Failure Management of Optical Modules in OTN. OFC (2024)
Danshi Wang, Yidi Wang, Xiaotian Jiang, Yao Zhang, Yue Pang, Min Zhang
When Large Language Models Meet Optical Networks: Paving the Way for Automation. CoRR (2024)
Yuchen Song, Xiaotian Jiang, Xiao Luo, Ximeng Zhang, Min Zhang, Danshi Wang
Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission. OFC (2023)
Yu Chen, Danshi Wang, Chunyu Zhang, Bing Ye, Yinqiu Jia, Jin Li, Min Zhang
Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment. OFC (2023)
Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration. CoRR (2023)
Yao Zhang, Min Zhang, Yuchen Song, Yan Shi, Chunyu Zhang, Cheng Ju, Bingli Guo, Shanguo Huang, Danshi Wang
Building a digital twin for large-scale and dynamic C+L-band optical networks. J. Opt. Commun. Netw. 15 (12) (2023)
Taoye Zhang, Lifang Zhang, Wenbin Chen, Meixia Fu, Pengsheng Zhou, Songyan Li, Danshi Wang
End-to-End Learning for Free Space Optical Communication with BiLSTM-based Channel Model. BMSB (2023)
Cheng Xing, Chunyu Zhang, Bing Ye, Danshi Wang, Yinqiu Jia, Jin Li, Min Zhang
Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks. OFC (2023)
Yao Zhang, Yuchen Song, Yan Shi, Jin Li, Chuanbiao Zhang, Yu Tang, Min Zhang, Danshi Wang
Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks. OFC (2023)
Meixia Fu, Jiansheng Wu, Qu Wang, Lei Sun, Zhangchao Ma, Chaoyi Zhang, Wanqing Guan, Wei Li, Na Chen, Danshi Wang, Jianquan Wang
Region-based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things. IET Signal Process. 17 (5) (2023)
Chunyu Zhang, Min Zhang, Songlin Liu, Zhuo Liu, Danshi Wang
Covert fault detection with imbalanced data using an improved autoencoder for optical networks. J. Opt. Commun. Netw. 15 (11) (2023)
Yuchen Song, Yao Zhang, Chunyu Zhang, Jin Li, Min Zhang, Danshi Wang
PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System. OFC (2023)
Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang, Min Zhang, Alan Pak Tao Lau
A review of machine learning-based failure management in optical networks. Sci. China Inf. Sci. 65 (11) (2022)
Xuhao Pang, Shengnan Li, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau, Danshi Wang
Digital Twin-Assisted Optical Power Allocation for Flexible and Customizable SNR Optimization. OFC (2022)
Danshi Wang, Xiaotian Jiang, Yuchen Song, Meixia Fu, Zhiguo Zhang, Xue Chen, Min Zhang
Applications of Physics-Informed Neural Network for Optical Fiber Communications. IEEE Commun. Mag. 60 (9) (2022)
Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang, Min Zhang, Alan Pak Tao Lau
A Review of Machine Learning-based Failure Management in Optical Networks. CoRR (2022)
Yue Pang, Danshi Wang, Xinyong Wang, Jin Li, Min Zhang
Blockchain-Based Reliable Traceability System for Telecom Big Data Transactions. IEEE Internet Things J. 9 (14) (2022)
Zhengjie Sun, Hui Yang, Chao Li, Qiuyan Yao, Danshi Wang, Jie Zhang, Athanasios V. Vasilakos
Cloud-Edge Collaboration in Industrial Internet of Things: A Joint Offloading Scheme Based on Resource Prediction. IEEE Internet Things J. 9 (18) (2022)
Yuchen Song, Qirui Fan, Danshi Wang, Chao Lu, Alan Pak Tao Lau
A Fast Amplifier Gain and Tilt Configuration Algorithm for Dynamic C+L-band Networks. OFC (2022)
Meixia Fu, Songlin Sun, Hui Gao, Danshi Wang, Xiaoyun Tong, Qiang Liu, Qilian Liang
Improving Person Reidentification Using a Self-Focusing Network in Internet of Things. IEEE Internet Things J. 9 (12) (2022)
Lifang Zhang, Ting Zhang, Danshi Wang, Wenbin Chen
Convolutional Neural Network for Performance Monitoring and Modulation Formation Recognition in Communication System. ICCT (2022)
Luyao Guan, Min Zhang, Danshi Wang, Chunyu Zhang
Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network. OFC (2021)
Danshi Wang, Zhiguo Zhang, Min Zhang, Meixia Fu, Jin Li, Shanyong Cai, Chunyu Zhang, Xue Chen
The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation. IEEE Commun. Mag. 59 (1) (2021)
Liqiang Wang, Dahai Han, Min Zhang, Danshi Wang, Zhiguo Zhang
Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture. IEEE Access 9 (2021)
Siheng Cui, Danshi Wang, Jin Li, Min Zhang
Dynamic Programmable Optical Transceiver Configuration Based on Digital Twin. IEEE Commun. Lett. 25 (1) (2021)
Shengnan Li, Danshi Wang, Yuchen Song, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder. OFC (2021)
Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network. OFC (2021)
Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics. CoRR (2021)
Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Songlin Liu, Luyao Guan, Min Zhang
Attention Mechanism-Driven Potential Fault Cause Identification in Optical Networks. OFC (2021)
Ting Zhang, Dongdong Wang, Danshi Wang, Wenbin Chen, Zhiguo Zhang, Hui Yang, Shanyong Cai, Min Zhang
Modulation Format Recognition Based on CNN in Satellite Communication System. ICCT (2021)
Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Kun Chen, Luyao Guan, Zhuo Liu, Zhiguo Zhang, Xue Chen, Min Zhang
Potential failure cause identification for optical networks using deep learning with an attention mechanism. JOCN 14 (2) (2021)
Songlin Liu, Danshi Wang, Chunyu Zhang, Lingling Wang, Min Zhang
Semi-supervised Anomaly Detection with Imbalanced Data for Failure Detection in Optical Networks. OFC (2021)
Jinwei Jia, Danshi Wang, Chunyu Zhang, Hui Yang, Luyao Guan, Xue Chen, Min Zhang
Transformer-based Alarm Context-Vectorization Representation for Reliable Alarm Root Cause Identification in Optical Networks. ECOC (2021)
Lingling Wang, Danshi Wang, Chunyu Zhang, Songlin Liu, Min Zhang
Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network. OFC (2021)
Chunyu Zhang, Danshi Wang, Chuang Song, Lingling Wang, Jianan Song, Luyao Guan, Min Zhang
Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network. OFC (2020)
Chunyu Zhang, Danshi Wang, Lingling Wang, Jianan Song, Songlin Liu, Jin Li, Luyao Guan, Zhuo Liu, Min Zhang
Temporal data-driven failure prognostics using BiGRU for optical networks. JOCN 12 (8) (2020)
Luyao Guan, Min Zhang, Danshi Wang
Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network. OFC (2020)
Danshi Wang, Zhiguo Zhang, Min Zhang, Meixia Fu, Jin Li, Shanyong Cai, Chunyu Zhang, Xue Chen
Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation. CoRR (2020)
Yan Zhao, Xue Chen, Tao Yang, Liqian Wang, Danshi Wang, Zhiguo Zhang, Sheping Shi
Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory. IEEE Access 8 (2020)
Yuchen Song, Danshi Wang, Han Ye, Jun Qin, Min Zhang
Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning. ECOC (2020)
Yue Pang, Danshi Wang, Dongdong Wang, Luyao Guan, Chunyu Zhang, Min Zhang
A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing. SERVICES (2020)
Hui Gao, Yu Xiao, Han Yan, Ye Tian, Danshi Wang, Wendong Wang
A Learning-Based Credible Participant Recruitment Strategy for Mobile Crowd Sensing. IEEE Internet Things J. 7 (6) (2020)
Xinghua Zhen, Danshi Wang, Minghui Wang, Min Zhang, Jin Li, Shuai Li, Zhiguo Zhang, Xian Zhou, Fan Zhang, Zhijun Zhang, Zhen Yang
Adaptive Equalizer for PAM-4 Signal in Data Center Using Scalable XGBoost. OECC/PSC (2019)
Min Zhang, Danshi Wang
Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks. OECC/PSC (2019)
Danshi Wang, Min Zhang, Zhiguo Zhang, Jin Li, Hui Gao, Fan Zhang, Xue Chen
Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique. IEEE Access 7 (2019)
Shuai Li, Jin Li, Min Zhang, Danshi Wang, Chuang Song, Xinghua Zhen
Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks. OFC (2019)
Chuang Song, Min Zhang, Luyao Guan, Lin Zhang, Danshi Wang, Yueying Zhan, Suzhi Cao, Shaojun Wu, Jianhua He
Load-Aware Dynamic Traffic Migration Enabling Low Latency in Hierarchical Edge Cloud-Based 5G Fronthaul. OFC (2019)
Chuang Song, Min Zhang, Yueying Zhan, Danshi Wang, Luyao Guan, Wei Liu, Lin Zhang, Siya Xu
Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul. JOCN 11 (4) (2019)
Yongchuan Lu, Min Zhang, Chuang Song, Luyao Guan, Danshi Wang, Shuai Li, Yueying Zhan
A Multi-Migration Seamless Handover Scheme for Vehicular Networks in Fog-based 5G Optical Fronthaul. OECC/PSC (2019)
Chunyu Zhang, Minghui Wang, Min Zhang, Danshi Wang, Chuang Song, Luyao Guan, Zhuo Liu
Adaptive Failure Prediction Using Long Short-term Memory in Optical Network. OECC/PSC (2019)
Meixia Fu, Songlin Sun, Na Chen, Danshi Wang, Xiaoyun Tong
Deep Fusion Feature Presentations for Nonaligned Person Re-Identification. IEEE Access 7 (2019)
Huiting Lu, Min Zhang, Minghui Wang, Chuang Song, Danshi Wang, Luyao Guan
Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network. OECC/PSC (2019)
Danshi Wang, Liqi Lou, Min Zhang, Anthony C. Boucouvalas, Chunyu Zhang, Xuetian Huang
Dealing With Alarms in Optical Networks Using an Intelligent System. IEEE Access 7 (2019)
Danshi Wang, Min Zhang, Ze Li, Jin Li, Chuang Song, Jianqiang Li, Mengyuan Wang
Convolutional Neural Network-Based Deep Learning for Intelligent OSNR Estimation on Eye Diagrams. ECOC (2017)
Ze Li, Min Zhang, Danshi Wang, Dequan Xie, Yue Cui, Qi Yang
Demonstration of reconfigurable WDM multicast supporting content replication and protection switching for content delivery optical network. OFC (2017)
Meixia Fu, Min Zhang, Danshi Wang, Huanhuan Han, Zhongle Cai
10-Gbps optical duobinary signal generated by bandwidth-limited RSOA in colorless ONUs and compensated by FBG-based equalizer in OLT. ICCC (2016)
Youli Yuan, Min Zhang, Pengfei Luo, Zabih Ghassemlooy, Danshi Wang, Xiongyan Tang, Dahai Han
SVM detection for superposed pulse amplitude modulation in visible light communications. CSNDSP (2016)
Ze Li, Min Zhang, Danshi Wang, Yue Cui
All-optical WDM multicast scheme for supporting emergency multicast communication in WDM optical access network based on FWM in SOA. OFC (2016)
Jing-Dan Liu, Min Zhang, Hai-Tao Nie, Ze Li, Danshi Wang
A DBA Algorithm Supporting Peer-to-Peer Communication in Multi-cluster WDM-OFDM-PON. FSDM (2015)
Danshi Wang, Min Zhang, Guo-Wei Lu, Jun Qin, Takahide Sakamoto, Kouichi Akahane, Naokatsu Yamamoto, Tetsuya Kawanishi, Ze Li, Yue Cui
Multifunctional all-optical signal processing scheme for simultaneous multichannel WDM multicast and XOR logic gates based on FWM in QD-SOA. OFC (2015)
Danshi Wang, Min Zhang, Ze Li, Yue Cui, Jingdan Liu, Yang Yang, Hongxiang Wang
Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise. ECOC (2015)