| 2026 | ICDCS | Justitia-L: Budget-Constrained Fairness Optimization in Sharded Blockchains via Lagrangian Dual Control. | Sihua Wang, Jian Zheng, Huawei Huang |
| 2026 | WCNC | Robust Task-Oriented Semantic Communication with Visual-Brain Multimodal Learning. | Zhixiang Hu, Zhilong Zhang, Changhao Sun, Danpu Liu, Tao Luo, Sihua Wang |
| 2024 | GLOBECOM | A Communication-efficient Approach of Bayesian Distributed Federated Learning. | Sihua Wang, Huayan Guo, Xu Zhu, Changchuan Yin, Vincent K. N. Lau |
| 2024 | GLOBECOM | Mixture Gaussian Distribution-Based Collaborative Reinforcement Learning for 3D UAV Localization Optimization Against Jamming Attacks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Gaolei Li, Changchuan Yin, Tony Q. S. Quek |
| 2024 | WCNC | Video Semantic Communication with Major Object Extraction and Contextual Video Encoding. | Haopeng Li, Haonan Tong, Sihua Wang, Nuocheng Yang, Zhaohui Yang, Changchuan Yin |
| 2023 | GLOBECOM | Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. | Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin |
| 2023 | GLOBECOM | Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin |
| 2023 | GLOBECOM | MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton |
| 2023 | GLOBECOM | Trajectory Design for 3D UAV Localization in UAV Based Networks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin |
| 2022 | CISS | Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. | Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor |
| 2022 | GLOBECOM | Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui |
| 2021 | GLOBECOM | Federated Learning based Audio Semantic Communication over Wireless Networks. | Haonan Tong, Zhaohui Yang, Sihua Wang, Ye Hu, Walid Saad, Changchuan Yin |
| 2020 | GLOBECOM | Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks. | Ruoqi Liu, Xuanlin Liu, Sihua Wang, Changchuan Yin |
| 2020 | GLOBECOM | Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. | Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor |
| 2020 | WCNC | Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. | Xuanlin Liu, Mingzhe Chen, Sihua Wang, Walid Saad, Changchuan Yin |
| 2020 | WCNC | VNF Placement and Resource Allocation in SDN/NFV-Enabled MEC Networks. | Kiran Nahida, Xuanlin Liu, Sihua Wang, Changchuan Yin |
| 2019 | GLOBECOM | Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. | Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin |