全国荣誉+1！自动化系第一党支部入选“全国党建工作样板支部”培育创建单位！
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职称：专职科研人员
邮箱：ybai@sjtu.edu.cn
科研成果
Y. Bai, L. Chen, J. Xu, "NeuE: Automated Neural Network Ensembles for Edge Intelligence." IEEE Transactions on Emerging Topics in Computing (TETC), 2022. （accepted）
Y. Bai, L. Chen, S. Ren, J. Xu, "Automated Customization of On-device Inference for Quality-of-Experience Enhancement." IEEE Transactions on Computers (TC), 2022. (accepted)
Y. Bai, L. Chen, J. Li, J. Wu, P. Zhou, Z. Xu, J. Xu, "Multi-core Federated Learning for Edge Computing Platforms" IEEE Internet of Things Journal (IoTJ), 2022. (accepted)Y. Bai, L. Chen, M. Adbel-Mottaleb, J. Xu, "Automated Ensemble for Deep Learning Inference on Edge Computing Platforms." IEEE Internet of Things Journal (IoTJ), vol.9, no.6, pp.4202-4213, 2021.
Y. Bai, L. Chen, L. Song, J. Xu, "Risk-aware Edge Computation Offloading Using Bayesian Stackelberg Game." IEEE Transactions on Network and Service Management (TNSM), vol.17, no.8, pp.1000-1012, 2020.
科研项目
1. 国家自然科学基金青年基金项目“工业边缘多维异构环境下的协同学习方法”，2024.（主持）
2. NSF 项目 “Towards Automated and QoE-driven Machine Learning Model Selection for Edge Inference”，2020. (参与）
3. FortiNet 企业项目: “Toward FortiVault, FortiDoc and FortiVid”, 2017. (参与）
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