Xiaoliang Chen

DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks

Xiaoliang Chen, Baojia Li, Roberto Proietti et al. · Journal of Lightwave Technology · 2019 · 221 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

The effect of increasing exports on industrial energy intensity in China

Yingmei Zheng, Jianhong Qi, Xiaoliang Chen · Energy Policy · 2011 · 144 citations

Energy Consumption, Resource Productivity, Economics +8

Demonstration of Cooperative Resource Allocation in an OpenFlow-Controlled Multidomain and Multinational SD-EON Testbed

Zuqing Zhu, Cen Chen, Xiaoliang Chen et al. · Journal of Lightwave Technology · 2015 · 109 citations

Network Virtualization, Engineering, Software-defined Infrastructure +15

Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks

Xiaoliang Chen, Baojia Li, Roberto Proietti et al. · Journal of Lightwave Technology · 2019 · 105 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks

Xiaoliang Chen, Jiannan Guo, Zuqing Zhu et al. · Optical Fiber Communication Conference · 2018 · 89 citations

Artificial Intelligence, Autonomous Network, Engineering +22