Luyao Guan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Attention Mechanism

Wavelength Division Multiplexing

Optical Networks

Top Venues

Publications

Wanqiao Wang, Jian Su, Hui Zhang, Luyao Guan, Qingrong Zheng, Zhuofan Tang, Huixia Ding
An End-to-End Network Evaluation Method for Differentiated Multi-Service Bearing in VPP. Int. J. Mob. Comput. Multim. Commun. 15 (2024)
Luyao Guan, Min Zhang, Danshi Wang, Chunyu Zhang
Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network. OFC (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)
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)
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)
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)
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)
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)
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)