白洋

职称:专职科研人员

邮箱:ybai@sjtu.edu.cn

科研成果

1. Y. Bai, L. Chen, S. Ren, J. Xu, "Automated Customization of On-device Inference for Quality-of-Experience Enhancement." IEEE Transactions on Computers (TC), accepted.

2. 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.

3. 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.

4. Y. Bai, L. Chen, L. Zhang, M. Adbel-Mottaleb, J. Xu, "Adaptive Deep Neural Network Ensemble for Inference-as-a-Service on Edge Computing Platforms." IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021. 

5. Y. Bai, L. Chen, L. Song, J. Xu, "Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading." Proceedings of WKSP MTD in conjunction with ACM Conference on Computer and Communications Security (MTD-CCS), 2019.

6. Y. Bai, M. Haghighat, M. Adbel-Mottaleb, "Kernel Discriminant Correlation Analysis: Feature Level Fusion for Nonlinear Biometric Recognition." International Conference on Pattern Recognition (ICPR), 2018. 

科研项目

1. FortiNet 企业项目: “Toward FortiVault, FortiDoc and FortiVid”, 2017. (参与)

2. NSF 项目 “Towards Automated and QoE-driven Machine Learning Model Selection for Edge Inference”,2020. (参与)

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