长期从事基于博弈论和优化理论的通信网络资源分配问题研究。主持国家自然科学基金面上项目2项；参与国家重点研发计划2项，国家自然科学基金重点项目4项。已发表学术论文54篇，其中期刊论文39篇，其中SCI检索23篇、EI检索10篇；已发表国内外学术会议论文15篇，其中一篇获国际会议IEEE ICTC2015最佳论文奖(Best Paper Award)；出版学术专著1部，译著2部，授权国家发明专利7项。 主要代表性论文： 1. G. Wang, Q. Qi, R. Han, L. Bai and J. Choi, P2CEFL: Privacy-Preserving and Communication Efficient Federated Learning with Sparse Gradient and Dithering Quantization, IEEE Transactions on Mobile Computing, Accepted. DOI Bookmark: 10.1109/TMC.2024.344595 2. G. Wang, C. Zhao, Q. Qi, R. Han, L. Bai and J. Choi, Efficient Federated Learning via Joint Communication and Computation Optimization，IEEE Transactions on Vehicular Technology, Vol. 73, No. 8, pp. 11580-11592, Aug. 2024. 3. Zhao C,Hu X,WangG. PRGLight: A novel traffic light control framework with Pressure-based-Reinforcement Learning and Graph Neural Network[C], //International Joint Conference on Artificial Intelligence (IJCAI) 2021 Reinforcement Learning for Intelligent Transportation Systems (RL4ITS) Workshop, online, 2021. 4. Gang Wang, Zun Lin, On the Performance of Multi-message Algebraic Gossip Algorithms in Dynamic Random Geometric Graphs, IEEE Communication Letter, Vol. 22, No.3, pp.470-473, Mar. 2018. 5. Tanhui Liu, Gang Wang, Resource Allocation for Device-to-Device Communications As an Underlay Using Nash Bargaining Game Theory, IEEE ICTC2015, Korea, Best paper award. 6. Gang Wang, Xia Dai, and Yonghui Li, On the Network Sharing of Mixed Network Coding and Routing Data Flows in Congestion Networks, IEEE Trans. On Vehicular Technology, Vol. 63, No. 5, pp.2420-2428, Jun. 2014.
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