Baojia Li

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 14

Top Topics

Predictive Analytics

Reinforcement Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Baojia Li, Xiaoliang Wang, Jingzhu Wang, Yifan Liu, Yuanyuan Gong, Hao Lu, Weizhen Dang, Weifeng Zhang, Xiaojie Huang, Mingzhuo Chen, Jie Chen, Chunzhi He, Yadong Liu, Xiaoyuan Hu, Chen Liu, Xuefeng Ji, Yinben Xia, Xiang Li, Zekun He, Yachen Wang, Xianneng Zou
TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters. NAIC (2024)
Haojun Wang, Kun Liu, Baojia Li, Emilia Fridman, Yuanqing Xia
Privacy and Security Trade-off in Interconnected Systems with Known or Unknown Privacy Noise Covariance. CoRR (2024)
Sijia Li, Baojia Li, Zuqing Zhu
To Cooperate or Not to Cooperate: Service Function Chaining in Multi-Domain Edge-Cloud Elastic Optical Networks. OFC (2022)
Xiaojian Tian, Baojia Li, Rentao Gu, Zuqing Zhu
Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning. JOCN 13 (11) (2021)
Baojia Li, Ruyun Zhang, Xiaojian Tian, Zuqing Zhu
Multi-Agent and Cooperative Deep Reinforcement Learning for Scalable Network Automation in Multi-Domain SD-EONs. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Wei Lu, Lipei Liang, Bingxin Kong, Baojia Li, Zuqing Zhu
AI-Assisted Knowledge-Defined Network Orchestration for Energy-Efficient Data Center Networks. IEEE Commun. Mag. 58 (1) (2020)
Baojia Li, Wei Lu, Zuqing Zhu
Deep-NFVOrch: leveraging deep reinforcement learning to achieve adaptive vNF service chaining in DCI-EONs. JOCN 12 (1) (2020)
Baojia Li, Zuqing Zhu
DeepCoop: Leveraging Cooperative DRL Agents to Achieve Scalable Network Automation for Multi-Domain SD-EONs. OFC (2020)
Xiaoliang Chen, Baojia Li, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo
Multi-Agent Deep Reinforcement Learning in Cognitive Inter-Domain Networking with Multi-Broker Orchestration. OFC (2019)
Baojia Li, Wei Lu, Zuqing Zhu
Deep-NFVOrch: Deep Reinforcement Learning based Service Framework for Adaptive vNF Service Chaining in IDC-EONs. OFC (2019)
Xiaoliang Chen, Baojia Li, Roberto Proietti, Hongbo Lu, Zuqing Zhu, S. J. Ben Yoo
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks. CoRR (2019)
Siqi Liu, Baojia Li, Zuqing Zhu
Realizing AI-AssistedMulti-Layer Restoration in a Software-Defined IP-over-EON with Deep Learning: An Experimental Study. OFC (2018)
Baojia Li, Wei Lu, Siqi Liu, Zuqing Zhu
Deep-Learning-Assisted Network Orchestration for On-Demand and Cost-Effective vNF Service Chaining in Inter-DC Elastic Optical Networks. JOCN 10 (10) (2018)
Wei Lu, Lipei Liang, Bingxin Kong, Baojia Li, Zuqing Zhu
Leveraging Predictive Analytics to Achieve Knowledge-Defined Orchestration in a Hybrid Optical/Electrical DC Network: Collaborative Forecasting and Decision Making. OFC (2018)
Baojia Li, Yongqian Liu, MingZhu Liu
Adjusting the Clustering Results Referencing an External Set. ICSI (2) (2010)
Changjun Li, Baojia Li, David J. Evans
Optimum acceleration parameter for the GSOR method. Neural Parallel Sci. Comput. 7 (4) (1999)