Bin Lin

GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning

Mingjie Ding, Yingya Guo, Zebo Huang et al. · Journal of Network and Computer Applications · 2024 · 26 citations · Full text

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework

Yingya Guo, Bin Lin, Qi Tang et al. · IEEE Transactions on Network and Service Management · 2024 · 13 citations

TITE: A transformer-based deep reinforcement learning approach for traffic engineering in hybrid SDN with dynamic traffic

Bin Lin, Yingya Guo, Huan Luo et al. · Future Generation Computer Systems · 2024 · 12 citations

MATE: A multi-agent reinforcement learning approach for Traffic Engineering in Hybrid Software Defined Networks

Yingya Guo, Mingjie Ding, Weihong Zhou et al. · Journal of Network and Computer Applications · 2024 · 10 citations