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2020 – today
- 2024
[j26]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): 163-167 (2024)- [j25]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): 1377-1381 (2024) - [j24]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): 278-293 (2024) - [j23]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): 541-552 (2024) - [j22]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): 681-694 (2024) - [j21]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): 38-45 (2024) - [j20]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): 3726-3737 (2024) - [c41]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: 1-3 - [c40]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: 1-3 - [c39]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: 1-3 - [c38]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: 1-3 - [c37]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: 1-6 - [i6]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 abs/2405.17441 (2024) - [i5]Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang:
Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations. CoRR abs/2411.00473 (2024) - 2023
- [j19]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) - [j18]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): 913-924 (2023) - [j17]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): 985 (2023) - [c36]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: 1-4 - [c35]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: 1-3 - [c34]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: 1-3 - [c33]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: 1-3 - [c32]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: 1-3 - [c31]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: 1-3 - [i4]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 abs/2312.03374 (2023) - 2022
- [j16]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) - [j15]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): 32-37 (2022) - [j14]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): 9342-9353 (2022) - [j13]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): 12799-12812 (2022) - [j12]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): 17014-17025 (2022) - [j11]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): A122-A133 (2022) - [c30]Lifang Zhang, Ting Zhang, Danshi Wang, Wenbin Chen:
Convolutional Neural Network for Performance Monitoring and Modulation Formation Recognition in Communication System. ICCT 2022: 563-567 - [c29]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: 1-3 - [c28]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: 1-3 - [i3]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 abs/2208.10677 (2022) - 2021
- [j10]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: 87241-87250 (2021) - [j9]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): 133-139 (2021) - [j8]Siheng Cui, Danshi Wang, Jin Li, Min Zhang:
Dynamic Programmable Optical Transceiver Configuration Based on Digital Twin. IEEE Commun. Lett. 25(1): 205-208 (2021) - [c27]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: 1-4 - [c26]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: 1392-1396 - [c25]Luyao Guan, Min Zhang, Danshi Wang, Chunyu Zhang:
Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network. OFC 2021: 1-3 - [c24]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: 1-3 - [c23]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: 1-3 - [c22]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: 1-3 - [c21]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: 1-3 - [c20]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: 1-3 - [i2]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 abs/2109.00526 (2021) - 2020
- [j7]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: 160995-161004 (2020) - [j6]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): 5302-5314 (2020) - [j5]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): 277-287 (2020) - [c19]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: 1-4 - [c18]Luyao Guan, Min Zhang, Danshi Wang:
Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network. OFC 2020: 1-3 - [c17]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: 1-3 - [c16]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: 269-274 - [i1]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 abs/2011.04877 (2020)
2010 – 2019
- 2019
- [j4]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: 19726-19737 (2019) - [j3]Meixia Fu, Songlin Sun, Na Chen, Danshi Wang, Xiaoyun Tong:
Deep Fusion Feature Presentations for Nonaligned Person Re-Identification. IEEE Access 7: 73253-73261 (2019) - [j2]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: 97760-97770 (2019) - [j1]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): B60-B70 (2019) - [c15]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: 1-3 - [c14]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: 1-3 - [c13]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: 1-3 - [c12]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: 1-3 - [c11]Min Zhang, Danshi Wang:
Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks. OECC/PSC 2019: 1-3 - [c10]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: 1-3 - [c9]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: 1-3 - 2017
- [c8]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: 1-3 - [c7]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: 1-3 - 2016
- [c6]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: 1-5 - [c5]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: 1-4 - [c4]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: 1-3 - 2015
- [c3]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: 1-3 - [c2]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: 331-336 - [c1]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: 1-3
Coauthor Index
[j26] [j24] [j23] [j22] [j21] [c41] [c40] [c39] [c38] [c37] [i6] [i5] [j18] [j17] [c35] [c34] [c33] [c32] [c31] [i4] [j16] [j15] [j13] [j11] [c29] [i3] [j10] [j9] [j8] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [i2] [j5] [c19] [c18] [c17] [c16] [i1] [j4] [j2] [j1] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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