Author

J. H. Liu

Observed name: Jinling Liu

Institution: Air Force Engineering University

Observed institution: Air Force Engineering University

ORCID: 0009-0001-8201-5630

Observed ORCID: 0009-0001-8201-5630

OpenAlex ID: A5086050368

Intelligent Routing Optimization via GCN-Transformer Hybrid Encoder and Reinforcement Learning in Space–Air–Ground Integrated Networks

2025 · Jinling Liu, Song Li, et al. · Electronics · 1

Short-wavelength Spin Wave excitation utilizing external magnetic field

2019 · B. Wei, X. K. Yang, et al. · International Conference on IC Design and Technology · 1

A-MATD3: adversarial multi-agent twin delayed DDPG for resilient routing in SAGIN under intelligent jamming attacks

2026 · Jinling Liu, Song Li, et al. · Scientific Reports

Per-Neighbor Q-Value Routing: A Lightweight DRL Approach for Space-Air-Ground Integrated Networks

2026 · Jinling Liu, Song Li, et al. · Computer Networks

Adversarial Reinforcement Learning with GCN-Transformer for Cross-Layer Routing in Space-Air-Ground Integrated Networks

2026 · Jinling Liu

PSO-Optimized Transformer for Intelligent Routing in Space-Air-Ground Integrated Communication Networks

2026 · Jinling Liu, Zheng Li, et al.

Works count: 6

Citation count: 2

H-index: 1

I10-index: