Haoqiang Liu, Tong Li, Fenyu Jiang, Weikang Su, Zhaocheng Wang,Coverage Optimization for Large-Scale Mobile Networks with Digital Twin and Multi-Agent Reinforcement Learning.[J].IEEE Transactions on Wireless Communications,2024,

Haoqiang Liu, Zefang Zong, Yong Li, Depeng Jin,NeuroCrossover: An Intelligent Genetic Locus Selection Scheme for Genetic Algorithm Using Reinforcement Learning.Applied Soft Computing,2023,

Haoqiang Liu, Wenzheng Huang, Dong In Kim, Sumei Sun, Yonghong Zeng, Shaohan Feng,Towards Efficient Task Offloading with Dependency Guarantees in Vehicular Edge Networks Through Distributed Deep Reinforcement Learning.[J].IEEE Transactions on Vehicular Technology,2024,

Haoqiang Liu, Weikang Su, Tong Li, Wenzhen Huang, Yong Li,Digital Twin Enhanced Multi-Agent Reinforcement Learning For Large-Scale Mobile Network Coverage Optimization.ACM Transactions on Knowledge Discovery from Data,2025,

Haoqiang Liu, Hongbo Zhao, Jiayue Wang, Shuai Yuan, Wenquan Feng,LSTM-GAN-AE: A Promising Approach for Fault Diagnosis in Machine Health Monitoring.[J].IEEE Transactions on Instrumentation and Measurement,2022,

Hongyang Xie, Haoqiang Liu*, Huiming Chen, Shaohan Feng, Zhaobin Wei, Yonghong Zeng,Efficient Multi-User Resource Allocation for Urban Vehicular Edge Computing: A Hybrid Architecture Matching Approach.IEEE Transactions on Vehicular Technology,2024,

Wenjie Lv, Chang Liu, Haoqiang Liu*, Shan Zhong, Hao Yang, Shaohan Feng,Millimeter Wave Radar for Short-term Heart Rate Measurement Using Intelligent Singular Value Decomposition Noise Reduction Algorithm.IEEE Transactions on Instrumentation and Measurement,2024,

Haoqiang Liu, Hongbo Zhao, Liwei Geng, Wenquan Feng,A Policy Gradient Based Offloading Scheme with Dependency Guarantees for Vehicular Networks.Proc. Globecom Workshop,2020,

Haoqiang Liu, Hongbo Zhao, Liwei Geng, Yujie Wang, Wenquan Feng,A Distributed Dependency-Aware Offloading Scheme for Vehicular Edge Computing Based on Policy Gradient.Proc. IEEE EDGE,2021,

Haoqiang Liu, Hongbo Zhao, Shuai Yuan, Wenquan Feng,An Optimal DAG-LSTSVM Algorithm Based on Imbalance Factor for Vehicle Fault Diagnosis.Proc. IEEE PHM,2021,