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Sihua Wang
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2020 – today
- 2024
- [j10]Sihua Wang
, Mingzhe Chen
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23(3): 2340-2356 (2024) - [j9]Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton:
Digital Over-the-Air Federated Learning in Multi-Antenna Systems. IEEE Trans. Wirel. Commun. 23(10): 15125-15141 (2024) - [c21]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Changchuan Yin, Christopher G. Brinton:
A Privacy Preserving and Byzantine Robust Collaborative Federated Learning Method Design. ICC 2024: 3598-3603 - [c20]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: 1-6 - [i9]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 abs/2401.12079 (2024) - [i8]Haopeng Li, Haonan Tong, Sihua Wang, Nuocheng Yang, Zhaohui Yang, Changchuan Yin:
Video Semantic Communication with Major Object Extraction and Contextual Video Encoding. CoRR abs/2402.01330 (2024) - 2023
- [j8]Xuanlin Liu
Biological Intelligence Inspired Trajectory Design for Energy Harvesting UAV Networks. Sensors 23(2): 863 (2023) - [c19]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: 164-169 - [c18]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: 607-612 - [c17]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: 4534-4539 - [c16]Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin:
Trajectory Design for 3D UAV Localization in UAV Based Networks. GLOBECOM 2023: 4927-4932 - [c15]Yujiao Zhu, Sihua Wang, Haonan Tong, Changchuan Yin:
Performance Optimization for Digital Internet-of-Things Twins Over Wireless Networks. ICC Workshops 2023: 831-836 - [c14]Wentao Gong, Haonan Tong, Sihua Wang, Zhaohui Yang, Xinxin He, Changchuan Yin:
Adaptive Bitrate Video Semantic Communication over Wireless Networks. WCSP 2023: 122-127 - [i7]Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton:
Cross-Layer Federated Learning Optimization in MIMO Networks. CoRR abs/2302.14648 (2023) - [i6]Wentao Gong, Haonan Tong, Sihua Wang, Zhaohui Yang, Xinxin He, Changchuan Yin:
Adaptive Bitrate Video Semantic Communication over Wireless Networks. CoRR abs/2308.00531 (2023) - 2022
- [j7]Sihua Wang
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. 16(3): 501-515 (2022) - [c13]Sihua Wang, Mingzhe Chen
Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. CISS 2022: 246-251 - [c12]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: 5063-5068 - [i5]Sihua Wang, Mingzhe Chen
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR abs/2209.10200 (2022) - 2021
- [j6]Kiran Nahida, Xuanlin Liu
Optimising resource allocation for virtual network functions in SDN/NFV-enabled MEC networks. IET Commun. 15(13): 1710-1722 (2021) - [j5]Sihua Wang
A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks. IEEE Internet Things J. 8(3): 1358-1372 (2021) - [j4]Sihua Wang
Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. 8(24): 17460-17475 (2021) - [j3]Haonan Tong
Mobility-Aware Seamless Handover With MPTCP in Software-Defined HetNets. IEEE Trans. Netw. Serv. Manag. 18(1): 498-510 (2021) - [c11]Haonan Tong, Zhaohui Yang, Sihua Wang, Ye Hu, Walid Saad, Changchuan Yin:
Federated Learning based Audio Semantic Communication over Wireless Networks. GLOBECOM 2021: 1-6 - [c10]Xuanlin Liu
Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks. SPAWC 2021: 261-265 - [i4]Haonan Tong, Tao Wang, Yujiao Zhu, Xuanlin Liu, Sihua Wang, Changchuan Yin:
Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets. CoRR abs/2101.00678 (2021) - [i3]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 abs/2104.01527 (2021) - 2020
- [j2]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): 1-11 (2020) - [c9]Ruoqi Liu, Xuanlin Liu
Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks. GLOBECOM (Workshops) 2020: 1-6 - [c8]Sihua Wang, Mingzhe Chen
Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. GLOBECOM 2020: 1-6 - [c7]Sihua Wang, Mingzhe Chen
Federated Learning for Energy-Efficient Task Computing in Wireless Networks. ICC 2020: 1-6 - [c6]Yujiao Zhu, Sihua Wang, Xuanlin Liu
Joint Task and Resource Allocation in SDN-based UAV-assisted Cellular Networks. ICCC 2020: 430-435 - [c5]Xuanlin Liu
Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. WCNC 2020: 1-6 - [c4]Kiran Nahida, Xuanlin Liu
VNF Placement and Resource Allocation in SDN/NFV-Enabled MEC Networks. WCNC Workshops 2020: 1-6 - [i2]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 abs/2003.09375 (2020) - [i1]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 abs/2007.10102 (2020)
2010 – 2019
- 2019
- [c3]Sihua Wang, Mingzhe Chen
Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. GLOBECOM Workshops 2019: 1-6 - [c2]Jianqi Xie, Sihua Wang, Changchuan Yin:
Machine Learning Based Task Scheduling for Wireless Powered Mobile Edge Computing IoT Networks. WCSP 2019: 1-6 - 2018
- [c1]Sihua Wang, Chunyu Pan, Changchuan Yin:
Joint Heterogeneous Tasks Offloading and Resource Allocation in Mobile Edge Computing Systems. WCSP 2018: 1-6 - 2017
- [j1]Xiaoran Duan, Yongli Yang, Shanjuan Tan, Sihua Wang, Xiaolei Feng, Liuxin Cui, Feifei Feng, Songcheng Yu, Wei Wang
Application of artificial neural network model combined with four biomarkers in auxiliary diagnosis of lung cancer. Medical Biol. Eng. Comput. 55(8): 1239-1248 (2017)
Coauthor Index
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