Danshi Wang - RankMe

101 papers B 2C 1Journal 55Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Dual Threshold Handover Scheme for Improved Service Stability in Large-Scale Optical Satellite Networks. IEEE Trans. Veh. Technol. Yi Huang, Jin Li, Min Zhang, Yonghan Wu, Weixuan Fan, Danshi Wang
2026	J	`jnl`	A Multidimensional Multichoice Knapsack Framework for Efficient Resource Allocation in LEO Satellite Networks. IEEE Internet Things J. Yi Huang, Jin Li, Yonghan Wu, Weixuan Fan, Danshi Wang, Min Zhang
2026	J	`jnl`	Developing A Domain-Specific LLM for Optical Networks: A Reinforcement Learning-Based Fine-Tuning Framework. IEEE Trans. Netw. Serv. Manag. Yanli Liu, Yue Pang, Yidi Wang, Shengnan Li, Jin Li, Min Zhang, Danshi Wang
2026	J	`jnl`	Efficient OTFS-Based Free-Space Optical Satellite-to-Ground Communication System via Semantic Fusion. IEEE Commun. Lett. Wenbin Chen, Cheng Ju, Tianxing Yuan, Yueying Zhan, Jin Li, Min Zhang, Danshi Wang
2026	J	`jnl`	F6G: Next Generation Fixed Networks Based on Space-Ground Integrated Optical Networking. IEEE Commun. Mag. Wei Wang, Yongli Zhao, Hui Yang, Danshi Wang, Zhenming Yu, Jiawei Zhang, Bingli Guo, Xunbo Yu, Yajie Li, Xiaosong Yu, Yan Li, Xingyuan Xu, Yanni Ou, Xin Li, Xuwei Xue, Nan Cui, Shanguo Huang, Kun Xu
2026	J	`jnl`	Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks. IEEE Commun. Mag. Yao Zhang, Yuchen Song, Shengnan Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2026	J	`jnl`	Heuristics Multiphysical Channel Switching and Dual-Hamming Distance-Based RWA in Satellite-Terrestrial Integrated Networks. IEEE Internet Things J. Yonghan Wu, Jin Li, Yi Huang, Weixuan Fan, Wenbin Chen, Danshi Wang, Min Zhang
2026	J	`jnl`	Robust Semantic Optical Fiber Communication for Data Center Interconnects via Latent Perturbation. IEEE Commun. Lett. Wenbin Chen, Tianxing Yuan, Shengnan Li, Jin Li, Min Zhang, Danshi Wang
2026	J	`jnl`	Timeslot-Adaptive and Traffic Load-Aware Routing Computation in Two-Layer LEO Satellite Networks. IEEE Trans. Netw. Serv. Manag. Yonghan Wu, Jin Li, Yi Huang, Weixuan Fan, Qi Zhang, Danshi Wang, Min Zhang
2025	—	`conf`	A Simple Fiber Anomaly Detection Approach via Band Power in S+C+L-Band Optical Transmission Systems. ECOC Shengnan Li, Yu Tang, Yao Zhang, Yuchen Song, Jin Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2025	—	`conf`	Alarm Priority Sorting with Multimodal Data Fusion in Optical Networks. OFC Cheng Xing, Chunyu Zhang, Min Zhang, Yanlin Fan, Xunjie Jiang, Zhongbo Bi, Jiansheng Xiong, Danshi Wang
2025	J	`jnl`	Design and Evaluation of an LLM-Based Agent for QoT Estimation and Performance Optimization in Optical Networks. IEEE Open J. Commun. Soc. Yao Zhang, Yuchen Song, Yue Pang, Shengnan Li, Xiaotian Jiang, Yidi Wang, Jin Li, Min Zhang, Danshi Wang
2025	J	`jnl`	End-to-End Visual Control Framework in Wireless TSN Networks for Industrial IoT. IEEE Internet Things J. Meixia Fu, Yifan Lu, Qu Wang, Lei Sun, Zhangchao Ma, Na Chen, Xiaofei Cheng, Danshi Wang, Jianquan Wang
2025	J	`jnl`	Free Space Optical Semantic Communication for Satellite Remote Sensing Image Transmission. IEEE Trans. Commun. Wenbin Chen, Cheng Ju, Tianxing Yuan, Yueying Zhan, Min Zhang, Danshi Wang
2025	J	`jnl`	Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks. CoRR Yao Zhang, Yuchen Song, Shengnan Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2025	J	`jnl`	Graph Structure-Enhanced Large Language Model for Optical Network Fault Diagnosis: An Explainable Alarm Root Cause Localization Approach. IEEE Internet Things J. Yidi Wang, Yue Pang, Yanli Liu, Yao Zhang, Lifang Zhang, Min Zhang, Danshi Wang
2025	—	`conf`	Large Language Model for Optical Network Automation: Prospects and Challenges. OFC Danshi Wang, Yao Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Yue Pang, Min Zhang
2025	J	`jnl`	Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach. IEEE J. Sel. Areas Commun. Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Xiongyan Tang, Shanguo Huang, Danshi Wang
2025	J	`jnl`	Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach. CoRR Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Xiongyan Tang, Shanguo Huang, Danshi Wang
2025	—	`conf`	Optical Fiber Anomaly Detection Using Channel Power Tilt Through Forward and Inverse Calculation of ISRS. OFC Zihao Cui, Yuchen Song, Xiao Luo, Shengnan Li, Jiele Li, Min Zhang, Danshi Wang
2025	J	`jnl`	Quality of transmission optimization in a multi-band optical system: a stepwise multi-device joint configuration algorithm. J. Opt. Commun. Netw. Yujia Yang, Yuchen Song, Shengnan Li, Yao Zhang, Min Zhang, Danshi Wang
2025	J	`jnl`	SHAP-assisted EE-LightGBM model for explainable fault diagnosis in practical optical networks. J. Opt. Commun. Netw. Chunyu Zhang, Yu Chen, Min Zhang, Zhuo Liu, Danshi Wang
2025	—	`conf`	Simple and Fast Optical Fiber Flap Localization Based on Two-Edge Channel Power in Wideband System. OFC Shengnan Li, Yuchen Song, Zihao Cui, Jin Li, Min Zhang, Danshi Wang
2025	J	`jnl`	Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations. IEEE Commun. Mag. Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang
2024	J	`jnl`	AlarmGPT: an intelligent alarm analyzer for optical networks using a generative pre-trained transformer. J. Opt. Commun. Netw. Yidi Wang, Chunyu Zhang, Jin Li, Yue Pang, Lifang Zhang, Min Zhang, Danshi Wang
2024	J	`jnl`	Blockchain for the digital twin-driven autonomous optical network. J. Opt. Commun. Netw. Yue Pang, Min Zhang, Lifang Zhang, Jin Li, Wenbin Chen, Yidi Wang, Danshi Wang
2024	J	`jnl`	DT-LNS: Digital-Twin-Based Low-Risk Network Slicing Using Safe Reinforcement Learning. IEEE Internet Things J. Jin Li, Min Zhang, Qi Zhang, Danshi Wang
2024	—	`conf`	Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management. OFC Weijie Yang, Chunyu Zhang, Danshi Wang, Hong Zhu, Xinxing Xu, Degang Shi, Min Zhang
2024	J	`jnl`	Downlink Carrier Frequency Offset Estimation for OTFS-Based LEO Satellite Communication System. IEEE Commun. Lett. Songyan Li, Min Zhang, Cheng Ju, Dongdong Wang, Wenbin Chen, Pengsheng Zhou, Danshi Wang
2024	—	`conf`	Expertise-Embedded Machine Learning for Enhanced Failure Management of Optical Modules in OTN. OFC Zhiming Sun, Chunyu Zhang, Min Zhang, Bing Ye, Danshi Wang
2024	—	`conf`	GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network. OFC Yao Zhang, Min Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Shikui Shen, Danshi Wang
2024	J	`jnl`	Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration. IEEE Netw. Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
2024	J	`jnl`	Large language model-based optical network log analysis using LLaMA2 with instruction tuning. J. Opt. Commun. Netw. Yue Pang, Min Zhang, Yanli Liu, Xiangbin Li, Yidi Wang, Yahang Huan, Zhuo Liu, Jin Li, Danshi Wang
2024	J	`jnl`	Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet. IEEE Trans. Ind. Informatics Meixia Fu, Zhenqian Wang, Jianquan Wang, Qu Wang, Zhangchao Ma, Danshi Wang
2024	J	`jnl`	Semantic-Enhanced Downlink LEO Satellite Communication System With OTFS Modulation. IEEE Commun. Lett. Wenbin Chen, Songyan Li, Cheng Ju, Dongdong Wang, Jin Li, Danshi Wang
2024	J	`jnl`	Semi-supervised learning model synergistically utilizing labeled and unlabeled data for failure detection in optical networks. J. Opt. Commun. Netw. Zhiming Sun, Chunyu Zhang, Min Zhang, Bing Ye, Danshi Wang
2024	—	`conf`	Spatio-Temporal Failure Prediction Using LSTGM for Optical Networks. OFC Cheng Xing, Chunyu Zhang, Yu Wang, Zhiyan Duan, Wenjie Song, Min Zhang, Danshi Wang
2024	J	`jnl`	Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations. CoRR Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang
2024	B	`conf`	Transnet: A High-accuracy Network Delay Prediction Model via Transformer and GNN in 6G. WCNC Shengyi Ding, Jin Li, Yonghan Wu, Danshi Wang, Min Zhang
2024	J	`jnl`	When Large Language Models Meet Optical Networks: Paving the Way for Automation. CoRR Danshi Wang, Yidi Wang, Xiaotian Jiang, Yao Zhang, Yue Pang, Min Zhang
2023	J	`jnl`	Building a digital twin for large-scale and dynamic C+L-band optical networks. J. Opt. Commun. Netw. Yao Zhang, Min Zhang, Yuchen Song, Yan Shi, Chunyu Zhang, Cheng Ju, Bingli Guo, Shanguo Huang, Danshi Wang
2023	J	`jnl`	Covert fault detection with imbalanced data using an improved autoencoder for optical networks. J. Opt. Commun. Netw. Chunyu Zhang, Min Zhang, Songlin Liu, Zhuo Liu, Danshi Wang
2023	—	`conf`	Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks. OFC Yao Zhang, Yuchen Song, Yan Shi, Jin Li, Chuanbiao Zhang, Yu Tang, Min Zhang, Danshi Wang
2023	—	`conf`	End-to-End Learning for Free Space Optical Communication with BiLSTM-based Channel Model. BMSB Taoye Zhang, Lifang Zhang, Wenbin Chen, Meixia Fu, Pengsheng Zhou, Songyan Li, Danshi Wang
2023	—	`conf`	Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks. OFC Cheng Xing, Chunyu Zhang, Bing Ye, Danshi Wang, Yinqiu Jia, Jin Li, Min Zhang
2023	J	`jnl`	Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration. CoRR Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
2023	—	`conf`	PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System. OFC Yuchen Song, Yao Zhang, Chunyu Zhang, Jin Li, Min Zhang, Danshi Wang
2023	—	`conf`	Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission. OFC Yuchen Song, Xiaotian Jiang, Xiao Luo, Ximeng Zhang, Min Zhang, Danshi Wang
2023	J	`jnl`	Region-based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things. IET Signal Process. Meixia Fu, Jiansheng Wu, Qu Wang, Lei Sun, Zhangchao Ma, Chaoyi Zhang, Wanqing Guan, Wei Li, Na Chen, Danshi Wang, Jianquan Wang
2023	—	`conf`	Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment. OFC Yu Chen, Danshi Wang, Chunyu Zhang, Bing Ye, Yinqiu Jia, Jin Li, Min Zhang
2022	—	`conf`	A Fast Amplifier Gain and Tilt Configuration Algorithm for Dynamic C+L-band Networks. OFC Yuchen Song, Qirui Fan, Danshi Wang, Chao Lu, Alan Pak Tao Lau
2022	J	`jnl`	A Review of Machine Learning-based Failure Management in Optical Networks. CoRR Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang, Min Zhang, Alan Pak Tao Lau
2022	J	`jnl`	A review of machine learning-based failure management in optical networks. Sci. China Inf. Sci. Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang, Min Zhang, Alan Pak Tao Lau
2022	J	`jnl`	Applications of Physics-Informed Neural Network for Optical Fiber Communications. IEEE Commun. Mag. Danshi Wang, Xiaotian Jiang, Yuchen Song, Meixia Fu, Zhiguo Zhang, Xue Chen, Min Zhang
2022	J	`jnl`	Blockchain-Based Reliable Traceability System for Telecom Big Data Transactions. IEEE Internet Things J. Yue Pang, Danshi Wang, Xinyong Wang, Jin Li, Min Zhang
2022	J	`jnl`	Cloud-Edge Collaboration in Industrial Internet of Things: A Joint Offloading Scheme Based on Resource Prediction. IEEE Internet Things J. Zhengjie Sun, Hui Yang, Chao Li, Qiuyan Yao, Danshi Wang, Jie Zhang, Athanasios V. Vasilakos
2022	—	`conf`	Convolutional Neural Network for Performance Monitoring and Modulation Formation Recognition in Communication System. ICCT Lifang Zhang, Ting Zhang, Danshi Wang, Wenbin Chen
2022	—	`conf`	Digital Twin-Assisted Optical Power Allocation for Flexible and Customizable SNR Optimization. OFC Xuhao Pang, Shengnan Li, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau, Danshi Wang
2022	J	`jnl`	Improving Person Reidentification Using a Self-Focusing Network in Internet of Things. IEEE Internet Things J. Meixia Fu, Songlin Sun, Hui Gao, Danshi Wang, Xiaoyun Tong, Qiang Liu, Qilian Liang
2022	J	`jnl`	Potential failure cause identification for optical networks using deep learning with an attention mechanism. JOCN Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Kun Chen, Luyao Guan, Zhuo Liu, Zhiguo Zhang, Xue Chen, Min Zhang
2021	J	`jnl`	A 3-CS Distributed Federated Transfer Learning Framework for Intelligent Edge Optical Networks. Frontiers Commun. Networks Hui Yang, Qiuyan Yao, Bowen Bao, Chao Li, Danshi Wang, Jie Zhang, Mohamed Cheriet
2021	J	`jnl`	Artificial Intelligence in Optical Communications: From Machine Learning to Deep Learning. Frontiers Commun. Networks Danshi Wang, Min Zhang
2021	—	`conf`	Attention Mechanism-Driven Potential Fault Cause Identification in Optical Networks. OFC Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Songlin Liu, Luyao Guan, Min Zhang
2021	J	`jnl`	Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture. IEEE Access Liqiang Wang, Dahai Han, Min Zhang, Danshi Wang, Zhiguo Zhang
2021	—	`conf`	Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network. OFC Luyao Guan, Min Zhang, Danshi Wang, Chunyu Zhang
2021	—	`conf`	Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder. OFC Shengnan Li, Danshi Wang, Yuchen Song, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
2021	J	`jnl`	Dynamic Programmable Optical Transceiver Configuration Based on Digital Twin. IEEE Commun. Lett. Siheng Cui, Danshi Wang, Jin Li, Min Zhang
2021	—	`conf`	Modulation Format Recognition Based on CNN in Satellite Communication System. ICCT Ting Zhang, Dongdong Wang, Danshi Wang, Wenbin Chen, Zhiguo Zhang, Hui Yang, Shanyong Cai, Min Zhang
2021	J	`jnl`	Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics. CoRR Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
2021	—	`conf`	Semi-supervised Anomaly Detection with Imbalanced Data for Failure Detection in Optical Networks. OFC Songlin Liu, Danshi Wang, Chunyu Zhang, Lingling Wang, Min Zhang
2021	—	`conf`	Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network. OFC Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau
2021	J	`jnl`	The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation. IEEE Commun. Mag. Danshi Wang, Zhiguo Zhang, Min Zhang, Meixia Fu, Jin Li, Shanyong Cai, Chunyu Zhang, Xue Chen
2021	—	`conf`	Transformer-based Alarm Context-Vectorization Representation for Reliable Alarm Root Cause Identification in Optical Networks. ECOC Jinwei Jia, Danshi Wang, Chunyu Zhang, Hui Yang, Luyao Guan, Xue Chen, Min Zhang
2021	—	`conf`	Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network. OFC Lingling Wang, Danshi Wang, Chunyu Zhang, Songlin Liu, Min Zhang
2020	J	`jnl`	A Learning-Based Credible Participant Recruitment Strategy for Mobile Crowd Sensing. IEEE Internet Things J. Hui Gao, Yu Xiao, Han Yan, Ye Tian, Danshi Wang, Wendong Wang
2020	B	`conf`	A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing. SERVICES Yue Pang, Danshi Wang, Dongdong Wang, Luyao Guan, Chunyu Zhang, Min Zhang
2020	—	`conf`	Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network. OFC Luyao Guan, Min Zhang, Danshi Wang
2020	—	`conf`	Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network. OFC Chunyu Zhang, Danshi Wang, Chuang Song, Lingling Wang, Jianan Song, Luyao Guan, Min Zhang
2020	J	`jnl`	Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory. IEEE Access Yan Zhao, Xue Chen, Tao Yang, Liqian Wang, Danshi Wang, Zhiguo Zhang, Sheping Shi
2020	J	`jnl`	Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation. CoRR Danshi Wang, Zhiguo Zhang, Min Zhang, Meixia Fu, Jin Li, Shanyong Cai, Chunyu Zhang, Xue Chen
2020	J	`jnl`	Temporal data-driven failure prognostics using BiGRU for optical networks. JOCN Chunyu Zhang, Danshi Wang, Lingling Wang, Jianan Song, Songlin Liu, Jin Li, Luyao Guan, Zhuo Liu, Min Zhang
2020	—	`conf`	Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning. ECOC Yuchen Song, Danshi Wang, Han Ye, Jun Qin, Min Zhang
2019	—	`conf`	A Multi-Migration Seamless Handover Scheme for Vehicular Networks in Fog-based 5G Optical Fronthaul. OECC/PSC Yongchuan Lu, Min Zhang, Chuang Song, Luyao Guan, Danshi Wang, Shuai Li, Yueying Zhan
2019	—	`conf`	Adaptive Equalizer for PAM-4 Signal in Data Center Using Scalable XGBoost. OECC/PSC Xinghua Zhen, Danshi Wang, Minghui Wang, Min Zhang, Jin Li, Shuai Li, Zhiguo Zhang, Xian Zhou, Fan Zhang, Zhijun Zhang, Zhen Yang
2019	—	`conf`	Adaptive Failure Prediction Using Long Short-term Memory in Optical Network. OECC/PSC Chunyu Zhang, Minghui Wang, Min Zhang, Danshi Wang, Chuang Song, Luyao Guan, Zhuo Liu
2019	—	`conf`	Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks. OFC Shuai Li, Jin Li, Min Zhang, Danshi Wang, Chuang Song, Xinghua Zhen
2019	—	`conf`	Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network. OECC/PSC Huiting Lu, Min Zhang, Minghui Wang, Chuang Song, Danshi Wang, Luyao Guan
2019	J	`jnl`	Dealing With Alarms in Optical Networks Using an Intelligent System. IEEE Access Danshi Wang, Liqi Lou, Min Zhang, Anthony C. Boucouvalas, Chunyu Zhang, Xuetian Huang
2019	J	`jnl`	Deep Fusion Feature Presentations for Nonaligned Person Re-Identification. IEEE Access Meixia Fu, Songlin Sun, Na Chen, Danshi Wang, Xiaoyun Tong
2019	J	`jnl`	Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul. JOCN Chuang Song, Min Zhang, Yueying Zhan, Danshi Wang, Luyao Guan, Wei Liu, Lin Zhang, Siya Xu
2019	—	`conf`	Load-Aware Dynamic Traffic Migration Enabling Low Latency in Hierarchical Edge Cloud-Based 5G Fronthaul. OFC Chuang Song, Min Zhang, Luyao Guan, Lin Zhang, Danshi Wang, Yueying Zhan, Suzhi Cao, Shaojun Wu, Jianhua He
2019	—	`conf`	Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks. OECC/PSC Min Zhang, Danshi Wang
2019	J	`jnl`	Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique. IEEE Access Danshi Wang, Min Zhang, Zhiguo Zhang, Jin Li, Hui Gao, Fan Zhang, Xue Chen
2017	—	`conf`	Convolutional Neural Network-Based Deep Learning for Intelligent OSNR Estimation on Eye Diagrams. ECOC Danshi Wang, Min Zhang, Ze Li, Jin Li, Chuang Song, Jianqiang Li, Mengyuan Wang
2017	—	`conf`	Demonstration of reconfigurable WDM multicast supporting content replication and protection switching for content delivery optical network. OFC Ze Li, Min Zhang, Danshi Wang, Dequan Xie, Yue Cui, Qi Yang
2016	C	`conf`	10-Gbps optical duobinary signal generated by bandwidth-limited RSOA in colorless ONUs and compensated by FBG-based equalizer in OLT. ICCC Meixia Fu, Min Zhang, Danshi Wang, Huanhuan Han, Zhongle Cai
2016	—	`conf`	All-optical WDM multicast scheme for supporting emergency multicast communication in WDM optical access network based on FWM in SOA. OFC Ze Li, Min Zhang, Danshi Wang, Yue Cui
2016	—	`conf`	SVM detection for superposed pulse amplitude modulation in visible light communications. CSNDSP Youli Yuan, Min Zhang, Pengfei Luo, Zabih Ghassemlooy, Danshi Wang, Xiongyan Tang, Dahai Han
2015	—	`conf`	A DBA Algorithm Supporting Peer-to-Peer Communication in Multi-cluster WDM-OFDM-PON. FSDM Jing-Dan Liu, Min Zhang, Hai-Tao Nie, Ze Li, Danshi Wang
2015	—	`conf`	Multifunctional all-optical signal processing scheme for simultaneous multichannel WDM multicast and XOR logic gates based on FWM in QD-SOA. OFC Danshi Wang, Min Zhang, Guo-Wei Lu, Jun Qin, Takahide Sakamoto, Kouichi Akahane, Naokatsu Yamamoto, Tetsuya Kawanishi, Ze Li, Yue Cui
2015	—	`conf`	Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise. ECOC Danshi Wang, Min Zhang, Ze Li, Yue Cui, Jingdan Liu, Yang Yang, Hongxiang Wang