副教授

陈小良，中山大学“****”副教授。2016年于中国科学技术大学获得工学博士学位。博士毕业加入加州大学戴维斯分校电子与计算机工程系，任博士后研究员（合作导师S. J. Ben Yoo教授）。2021年2月加入中山大学电子与信息工程学院。发表IEEE、OSA旗舰会议和期刊60余篇，受邀在光通信领域知名期刊JSTQE、JLT和JOCN上撰写特邀论文5篇，在IPC 2017，IPC 2018、ONDM 2020和ACP 2020会议上作大会特邀报告。
办公室：电子与信息工程学院楼503C? ?邮箱：chenxliang7@mail.sysu.edu.cn
招生信息：目前还有2021级硕士招收指标，欢迎具有信息与通信工程相关专业背景同学加入研究团队。

学术兼职和社会服务:
Journal Editorship
Associate Editor, Telecommunication Systems Journal (Springer)
Associate Editor, Photonic Network Communications Journal (Springer)
Associate Editor, Emerging Telecommunications Technologies Journal (Wiley)
Associate Editor, KSII Transactions on Internet and Information Systems
Guest Editor,?Frontiers in Communications and Networks Journal: “Machine Learning Applications in Optical and Wireless Communication Systems and Networks”, 01/25/2021
Guest Editor,?MDPI Photonics Journal: “Machine Learning in the Era of Computing and Network Integration”, 07/31/2021
Conference TPC
IEEE ICNC 2018-2020
IEEE ICC 2018, 2020-2021
IFIP ONDM 2020-2021
OSA PSC 2021
OFC 2022

研究方向:
下一代网络体系结构、光通信网络、光数据中心网络

科研项目:
1.?中山大学“****”引进人才启动经费

代表性科研成果:
1. Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, and S. J. B. Yoo, A Multi-Task-Learning-based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks," IEEE J. Sel. Areas Commun., in press.
2. Xiaoliang Chen, Roberto Proietti, Marjan Fariborz, Che-Yu Liu, and S. J. B. Yoo, Machine-Learning-Aided Cognitive Recon guration for Flexible-Bandwidth HPC and Data Center Networks," J. Opt. Commun. Netw., vol. 13, no. 6, pp. C10-C20, June 2021 [Invited].
3. Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, and S. J. B. Yoo, Performance Studies of Evolutionary Transfer Learning for End-to-End QoT Estimation in Multi-domain Optical Networks," J. Opt. Commun. Netw., vol. 13, no. 4, pp. B1-B11, April 2021 [Invited]?[Corresponding Author].
4. Xiaoliang Chen, Baojia Li, Roberto Proietti, Che-Yu Liu, Zuqing Zhu and S. J. Ben Yoo, Demonstration of Distributed Collaborative Learning with End-to-End QoT Estimation in Multi-Domain Elastic Optical Networks," Opt. Exp., vol. 27, no. 24, pp. 35700-35709, Nov. 2019.
5. Xiaoliang Chen, Roberto Proietti and S. J. Ben Yoo, Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning," IEEE Commun. Mag., vol. 57, no. 10, pp. 20-26, Oct. 2019.
6. Xiaoliang Chen, Baojia Li, Roberto Proietti, Hongbo Lu, Zuqing Zhu and S. J. Ben Yoo, DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks," J. Lightw. Techn., vol. 37, no. 16, pp. 4155-4163, Aug. 2019.
7. Xiaoliang Chen, Baojia Li, Roberto Proietti, Zuqing Zhu and S. J. Ben Yoo, Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks," J. Lightw. Techn., vol. 37, no. 7, pp. 1742-1749, Apr. 2019 [Highly-scored Paper].
8. Xiaoliang Chen, Zuqing Zhu, Roberto Proietti and S. J. Ben Yoo, On Incentive-Driven VNF Service Chaining in Inter-Datacenter Elastic Optical Networks: A Hierarchical Game-Theoretic Mechanism," IEEE Trans. Netw. Service Manag., vol. 16, no. 1, pp. 1-12, Mar. 2019.
9. Xiaoliang Chen, Roberto Proietti, Hongbo Lu, Alberto Castro and S. J. Ben Yoo, Knowledge-based Autonomous Service Provisioning in Multi-Domain Elastic Optical Networks," IEEE Commun. Mag., vol. 56, no. 8, pp. 152-158, Aug. 2018.
10. Xiaoliang Chen, Zuqing Zhu, Jiannan Guo, Sheng Kang, Roberto Proietti, Alberto Castro and S. J. B. Yoo, Leveraging Mixed-Strategy Gaming to Realize Incentive-Driven VNF Service Chain Provisioning in Broker-Based Elastic Optical Inter-Datacenter Networks," J. Opt. Commun. Netw., vol. 10, no. 2, pp. A232-A240, Feb. 2018 [Invited].
11. Xiaoliang Chen, Muqing Zhou, Shilin Zhu, Sheng Kang, Lu Sun, and Zuqing Zhu, Optimizing FIPP-p-Cycle Protection Design to Realize Availability-Aware Elastic Optical Networks," IEEE?Commun. Lett., vol. 22, no. 1, pp. 65-68, Jan. 2018.
12. Xiaoliang Chen, Zuqing Zhu, Lu Sun, Jie Yin, Shilin Zhu, Alberto Castro and S. J. B. Yoo, Incentive-Driven Bidding Strategy for Brokers to Compete for Service Provisioning Tasks in Multi-Domain SD-EONs," J. Lightw. Techn., vol. 34, no. 16, pp. 3867-3876, Aug. 2016.
13. Xiaoliang Chen, Shilin Zhu, Liu Jiang and Zuqing Zhu, On Spectrum Ecient Failure-Independent Path Protection p-Cycle Design in Elastic Optical Networks," J. Lightw. Techn., vol. 33, no. 17, pp. 3719-3729, Sept. 2015.
14. Xiaoliang Chen, Massimo Tornatore, Shilin Zhu, Fan Ji, Wenshuang Zhou, Cen Chen, Daoyun Hu, Liu Jiang and Zuqing Zhu, Flexible Availability-Aware Di erentiated Protection in Software-De ned Elastic Optical Networks," J. Lightw. Techn., vol. 33, no. 17, pp. 3872-3882, Sept. 2015.
15. Xiaoliang Chen, Bin Zhao, Shoujiang Ma, Cen Chen, Daoyun Hu, Wenshuang Zhou and Zuqing Zhu, Leveraging master-slave OpenFlow controller arrangement to improve control plane resiliency in SD-EONs," Opt. Exp., vol. 23, no. 6, pp. 7550-7558, Mar. 2015.
16. Xiaoliang Chen, Fan Ji, Shilin Zhu, Qinkun Bao and Zuqing Zhu, \Availability-Aware Service Provisioning in SD-EON based Inter-Datacenter Networks," Photon. Netw. Commun., vol. 31, no. 3, pp. 543-549, Jun. 2016.
17. Xiaoliang Chen, Fan Ji, and Zuqing Zhu, Service Availability Oriented p-Cycle Protection Design in Elastic Optical Networks," J. Opt. Commun. Netw., vol. 6, no. 10, pp. 901-910, Oct. 2014.
18. Xiaoliang Chen, Fan Ji and Zuqing Zhu, Energy-Ecient Resilience in Translucent Optical Networks with Mixed Regenerator Placement," J. Opt. Commun. Netw., vol. 5, no. 7, pp. 741-750, Jul. 2013.