ADMIRE: Demonstration of Collaborative Data-Driven and Model-Driven Intelligent Routing Engine for IP/Optical Cross-Layer Optimization in X-Haul Networks. - Zhuo Chen; Jiawei Zhang 004; Bojun Zhang 002; Ruikun Wang; Huangxu Ma; Yuefeng Ji (OFC, 2022)

Graph Sequence Attention Network-Enabled Reinforcement Learning for Time-Aware Robust Routing in OSU-Based OTN. - Huangxu Ma; Jiawei Zhang 004; Yuefeng Ji (OFC, 2022)

ADMIRE: collaborative data-driven and model-driven intelligent routing engine for traffic grooming in multi-layer X-Haul networks. - Jiawei Zhang 004; Zhuo Chen; Bojun Zhang 002; Ruikun Wang; Huangxu Ma; Yuefeng Ji (JOCN, 2023)

Spatio-temporal fragmentation-aware time-varying service provisioning in computing power networks based on model-assisted reinforcement learning. - Huangxu Ma; Jiawei Zhang 004; Zhiqun Gu; Daniel C. Kilper; Yuefeng Ji (JOCN, 2023)