Haoqiang Liu

22 papers A 1B 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Collaborative route optimization for efficient and constraint-aware express delivery using deep reinforcement learning.
Neurocomputing
Haoqiang Liu, Huiming Chen, Zhaobin Wei, Qi Shi, Wenzhen Huang, Witold Pedrycz
2026 J jnl
Coordinated Downlink Beamforming in Multi-Cell MIMO Networks: A Diffusion Model-Enhanced Multi-Agent Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Huiming Chen, Wenzhen Huang, Zhaobin Wei, Yonghong Zeng, Hong Yan
2026 J jnl
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs.
IEEE Trans. Netw. Sci. Eng.
Zhaobin Wei, Huiming Chen, Haotang Li, Haoqiang Liu, Le Zhang, Jichun Liu, Alberto Borghetti, Hong Yan, C. C. Chan
2026 J jnl
Joint Energy-Efficient and Throughput Optimization in Large-Scale Mobile Networks via Safe Hierarchical MARL.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Tong Li, Wenzhen Huang, Dusit Niyato, Yong Li
2026 J jnl
Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning.
ACM Trans. Knowl. Discov. Data
Weikang Su, Haoqiang Liu, Tong Li, Xingzai Lv, Hua Rui, Wenzhen Huang, Zhaocheng Wang, Yong Li
2025 — conf
A Multi-modal dialogue emotion recognition framework based on D-GBA.
ICAIE
Haoqiang Liu, Hongmei Wang, Yuanhao Ma, Jianhui Chen, Xingyu Liu, Jiayi Wang
2025 J jnl
Digital Twin Enhanced Multi-Agent Reinforcement Learning for Large-Scale Mobile Network Coverage Optimization.
ACM Trans. Knowl. Discov. Data
Haoqiang Liu, Weikang Su, Tong Li, Wenzhen Huang, Yong Li
2025 J jnl
Efficient Multi-User Resource Allocation for Urban Vehicular Edge Computing: A Hybrid Architecture Matching Approach.
IEEE Trans. Veh. Technol.
Hongyang Xie, Haoqiang Liu, Huiming Chen, Shaohan Feng, Zhaobin Wei, Yonghong Zeng
2025 J jnl
Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications.
ACM Comput. Surv.
Tong Li, Qingyue Long, Haoye Chai, Shiyuan Zhang, Fenyu Jiang, Haoqiang Liu, Wenzhen Huang, Depeng Jin, Yong Li
2025 J jnl
Voltage Regulation Service Pricing in Cyber-Physical Distribution Networks With Multi-Dimensional Meteorological Uncertainties.
IEEE Trans. Netw. Sci. Eng.
Zhaobin Wei, Zhenyu Huang, Zhiyuan Tang, Huiming Chen, Xianwang Zuo, Haotang Li, Haoqiang Liu, Jichun Liu, Alberto Borghetti
2024 J jnl
Coverage Optimization for Large-Scale Mobile Networks With Digital Twin and Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Tong Li, Fenyu Jiang, Weikang Su, Zhaocheng Wang
2024 J jnl
Millimeter-Wave Radar for Short-Term Heart Rate Measurement Using Intelligent Singular Value Decomposition Noise Reduction Algorithm.
IEEE Trans. Instrum. Meas.
Wenjie Lv, Chang Liu, Haoqiang Liu, Shan Zhong, Hao Yang, Shaohan Feng
2024 J jnl
Towards Efficient Task Offloading With Dependency Guarantees in Vehicular Edge Networks Through Distributed Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Haoqiang Liu, Wenzhen Huang, Dong In Kim, Sumei Sun, Yonghong Zeng, Shaohan Feng
2023 A conf
Demo: Scalable Digital Twin System for Mobile Networks with Generative AI.
MobiSys
Jiahui Gong, Qiaohong Yu, Tong Li, Haoqiang Liu, Jun Zhang, Hangyu Fan, Depeng Jin, Yong Li
2023 J jnl
NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learning.
Appl. Soft Comput.
Haoqiang Liu, Zefang Zong, Yong Li, Depeng Jin
2022 B conf
A Distributed Vehicle-assisted Computation Offloading Scheme based on DRL in Vehicular Networks.
CCGRID
Jiayue Wang, Hongbo Zhao, Haoqiang Liu, Liwei Geng, Zebin Sun
2022 J jnl
LSTM-GAN-AE: A Promising Approach for Fault Diagnosis in Machine Health Monitoring.
IEEE Trans. Instrum. Meas.
Haoqiang Liu, Hongbo Zhao, Jiayue Wang, Shuai Yuan, Wenquan Feng
2021 — conf
A Distributed Dependency-Aware Offloading Scheme for Vehicular Edge Computing Based on Policy Gradient.
CSCloud/EdgeCom
Haoqiang Liu, Hongbo Zhao, Liwei Geng, Yujie Wang, Wenquan Feng
2021 — conf
Deep Reinforcement Learning-based Computation Offloading in Vehicular Networks.
CSCloud/EdgeCom
Liwei Geng, Hongbo Zhao, Haoqiang Liu, Yujie Wang, Wenquan Feng, Lu Bai
2020 — conf
A Policy Gradient Based Offloading Scheme with Dependency Guarantees for Vehicular Networks.
GLOBECOM (Workshops)
Haoqiang Liu, Hongbo Zhao, Liwei Geng, Wenquan Feng
2020 J jnl
ReGra: Accelerating Graph Traversal Applications Using ReRAM With Lower Communication Cost.
IEEE Access
Haoqiang Liu, Qiang-Sheng Hua, Hai Jin, Long Zheng
2019 — conf
A Modified DAG-SVM Algorithm for the Fault Diagnosis in Satellite Communication System.
WOCC
Xiubo Sun, Hongbo Zhao, Changbiao Lei, Haoqiang Liu, Guangxuan Zhu