Research and Application of AI Services Based on 5G MEC in Smart Grid. - Li Zhang; Jiakai Hao; Guanghuai Zhao; Mingshi Wen; Tianxiang Hai; Kun Cao (ComComAP, 2020)

Deep reinforcement learning-based resource reservation method for Power Emergency Internet-of-things Slice. - Mingshi Wen; Tianxiang Hai; Li Zhang; Jiakai Hao; Guanghuai Zhao; Zerui Zhen; Yikun Zhao; Lei Feng 001 (IWCMC, 2021)

Failure Prediction Based VNF Migration Mechanism for Multimedia Services in Power Grid Substation Monitoring. - Mingshi Wen; Junqin Lin; Tianxiang Hai; Pingping Wang; Yin Kang; Jiakai Hao; Diwen Zhu; Yang Yang; Riming Tong (BMSB, 2022)

Fault Prediction in Electric Power Communication Network Based on Improved DenseNet. - Peng Gao; Li Guan; Jiakai Hao; Qian Chen; Yang Yang; Zhenying Qu; Ming Jin (BMSB, 2023)

Crowdsourced Federated Learning Architecture with Personalized Privacy Preservation. - Yunfan Xu; Xuesong Qiu 001; Fan Zhang; Jiakai Hao (Intell. Converged Networks, 2024)

Enabling Foundation Models: A Distributed Collaboration Framework Based on Graph Federated Learning. - Jiewei Chen; Shaoyong Guo; Qi Qi 001; Jiakai Hao; Song Guo 001; Xuesong Qiu 001 (IEEE Trans. Serv. Comput., 2024)

DPU-Enhanced Multi-Agent Actor-Critic Algorithm for Cross-Domain Resource Scheduling in Computing Power Network. - Shuaichao Wang; Shaoyong Guo; Jiakai Hao; Yinlin Ren; Feng Qi 004 (IEEE Trans. Netw. Serv. Manag., 2024)

Leveraging Generative Diffusion Models for Enhanced Beam Alignment in Cell-Free MIMO Systems. - Jinli Zhang; Yikun Zhao; Jiakai Hao; Haoyang Bai; Zheng Dong; Wenjing Li (ICCCN, 2025)

A Transformer-Block-Wise Collaborative Training Mechanism with Hybrid Parallelism Over Heterogeneous Networks. - Jiewei Chen; Jingrong Wang; Shaoyong Guo; Jiakai Hao; Xuesong Qiu 001; Zehui Xiong (WCNC, 2025)

Neural network-based symmetric encryption algorithm with encrypted traffic protocol identification. - Jiakai Hao; Ming Jin; Yuting Li; Yuxin Yang (PeerJ Comput. Sci., 2025)