Publications

• Enhancing Generalisation via Cascaded Inertia SGD With Learnt Hyperparameters

  Yongji Guan, Shunbao Zhang, Longbang Wang, Erchao Li CAAI Transactions on Intelligence Technology 2026

  Vol. 11, No. 4, pp. 1019-1027

  A second-order inertia term built from neurodynamics drives SGD toward flat minima, with its coefficients learned offline by a lightweight network.

  DOI
• Access strategies in mmWave cell-free network: A matching and auction theory based approach

  Zhongyu Ma, Xueyao Zhang, Shunbao Zhang, Jianbing Pu, Xianghong Lin, Qun Guo Computer Networks 2024

  Vol. 252, Article 110659

  Joint user association and resource allocation in mmWave cell-free networks, solved with matching theory and auction mechanisms.

  DOI
• Meta Integration-Enhanced Optimizer

  Shunbao Zhang Manuscript in preparation

  Multi-order integral shaping of the loss with hypergradient-driven coefficient updates. Manuscript in preparation.