Sihua Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Wireless Networks

Reinforcement Learning

Object Extraction

Resource Allocation

Top Venues

Publications

Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Haopeng Li, Haonan Tong, Sihua Wang, Nuocheng Yang, Zhaohui Yang, Changchuan Yin
Video Semantic Communication with Major Object Extraction and Contextual Video Encoding. WCNC (2024)
Yujiao Zhu, Mingzhe Chen, Sihua Wang, Ye Hu, Yuchen Liu, Changchuan Yin
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking. CoRR (2024)
Haopeng Li, Haonan Tong, Sihua Wang, Nuocheng Yang, Zhaohui Yang, Changchuan Yin
Video Semantic Communication with Major Object Extraction and Contextual Video Encoding. CoRR (2024)
Wentao Gong, Haonan Tong, Sihua Wang, Zhaohui Yang, Xinxin He, Changchuan Yin
Adaptive Bitrate Video Semantic Communication over Wireless Networks. WCSP (2023)
Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton
MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. GLOBECOM (2023)
Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin
Trajectory Design for 3D UAV Localization in UAV Based Networks. GLOBECOM (2023)
Wentao Gong, Haonan Tong, Sihua Wang, Zhaohui Yang, Xinxin He, Changchuan Yin
Adaptive Bitrate Video Semantic Communication over Wireless Networks. CoRR (2023)
Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin
Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. GLOBECOM (2023)
Xuanlin Liu, Sihua Wang, Changchuan Yin
Biological Intelligence Inspired Trajectory Design for Energy Harvesting UAV Networks. Sensors 23 (2) (2023)
Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin
Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. GLOBECOM (2023)
Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton
Cross-Layer Federated Learning Optimization in MIMO Networks. CoRR (2023)
Yujiao Zhu, Sihua Wang, Haonan Tong, Changchuan Yin
Performance Optimization for Digital Internet-of-Things Twins Over Wireless Networks. ICC Workshops (2023)
Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor
Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. CISS (2022)
Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR (2022)
Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. GLOBECOM (2022)
Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Haonan Tong, Zhaohui Yang, Sihua Wang, Ye Hu, Walid Saad, Changchuan Yin
Federated Learning based Audio Semantic Communication over Wireless Networks. GLOBECOM (2021)
Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor
Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. 8 (24) (2021)
Xuanlin Liu, Sihua Wang, Mingzhe Chen, Changchuan Yin, Shuguang Cui, H. Vincent Poor
Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks. SPAWC (2021)
Kiran Nahida, Xuanlin Liu, Sihua Wang, Changchuan Yin
Optimising resource allocation for virtual network functions in SDN/NFV-enabled MEC networks. IET Commun. 15 (13) (2021)
Haonan Tong, Tao Wang, Yujiao Zhu, Xuanlin Liu, Sihua Wang, Changchuan Yin
Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets. CoRR (2021)
Haonan Tong, Tao Wang, Yujiao Zhu, Xuanlin Liu, Sihua Wang, Changchuan Yin
Mobility-Aware Seamless Handover With MPTCP in Software-Defined HetNets. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor
A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks. IEEE Internet Things J. 8 (3) (2021)
Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor
Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics. CoRR (2021)
Kiran Nahida, Chunyu Pan, Sihua Wang, Changchuan Yin
Joint resource allocation and computation offloading in mobile edge computing for SDN based wireless networks. J. Commun. Networks 22 (1) (2020)
Xuanlin Liu, Mingzhe Chen, Sihua Wang, Walid Saad, Changchuan Yin
Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. WCNC (2020)
Kiran Nahida, Xuanlin Liu, Sihua Wang, Changchuan Yin
VNF Placement and Resource Allocation in SDN/NFV-Enabled MEC Networks. WCNC Workshops (2020)
Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor
Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. GLOBECOM (2020)
Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks. CoRR (2020)
Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin
Federated Learning for Energy-Efficient Task Computing in Wireless Networks. ICC (2020)
Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks. CoRR (2020)
Yujiao Zhu, Sihua Wang, Xuanlin Liu, Haonan Tong, Changchuan Yin
Joint Task and Resource Allocation in SDN-based UAV-assisted Cellular Networks. ICCC (2020)
Ruoqi Liu, Xuanlin Liu, Sihua Wang, Changchuan Yin
Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks. GLOBECOM (Workshops) (2020)
Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin
Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. GLOBECOM Workshops (2019)
Jianqi Xie, Sihua Wang, Changchuan Yin
Machine Learning Based Task Scheduling for Wireless Powered Mobile Edge Computing IoT Networks. WCSP (2019)
Sihua Wang, Chunyu Pan, Changchuan Yin
Joint Heterogeneous Tasks Offloading and Resource Allocation in Mobile Edge Computing Systems. WCSP (2018)
Xiaoran Duan, Yongli Yang, Shanjuan Tan, Sihua Wang, Xiaolei Feng, Liuxin Cui, Feifei Feng, Songcheng Yu, Wei Wang, Yongjun Wu
Application of artificial neural network model combined with four biomarkers in auxiliary diagnosis of lung cancer. Medical Biol. Eng. Comput. 55 (8) (2017)