石野
助理教授、研究员
博士毕业院校:澳大利亚悉尼科技大学
电话:(021) 20684426
办公室:信息学院1A-404A室
招聘主页:
研究领域
个人简历
代表性论文

    

研究领域

  • 可信人工智能

  • 智能电网

  • 非凸优化


主要研究内容  

可信人工智能:联邦学习,鲁棒机器学习,可解释性AI,元学习

智能电网:潮流优化,电动汽车协同,分布式能源优化


个人简历

石野博士于2013年本科毕业于西北工业大学,2018年博士毕业于澳大利亚悉尼科技大学。他博士师从非凸优化领域专家Tuan D. Hoang教授,同时与普林斯顿大学H. Vincent Poor教授(美国科学院、工程院院士、中国科学院外籍院士)有广泛合作。他于2017年至2019年在澳大利亚新南威尔士大学做助理研究员,2019年至2020年在澳大利亚悉尼科技大学做博士后。他博士后师从人工智能领域专家Chin-Teng Lin教授(IEEE Fellow)。2021年1月石野博士加入上海科技大学信息科学与技术学院担任助理教授、研究员、博士生导师。石野博士研究方向主要是可信人工智能、智能电网和其背后的非凸优化算法,具体包括联邦学习,鲁棒机器学习,可解释性AI,元学习;最优潮流优化,电动汽车协同,分布式可再生能源优化等。

石野博士还曾获得多项荣誉和奖励,包括2018年国家优秀自费留学生奖学金,2016年国际会议IEEE ICCSCE 最佳论文奖,2017悉尼科技大学高水平论文奖金,2014年澳大利亚ARC Discovery奖学金,2014年悉尼科技大学International Research奖学金,2013年美国大学生数学建模竞赛一等奖,2012年中国大学生数学建模竞赛一等奖,2010年国家奖学金等等。另外石野博士长期担任国际顶级期刊评审,包括IEEE Journal on Selected Areas in Communications, IEEE Transactions on Smart Grid, IEEE Transactions on Power Systems, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Industrial Informatics, IEEE Transactions on Industrial Electronics, Information Sciences, Applied Soft Computing, IEEE Systems Journal等等。

  


代表性论文(通讯作者带*)

1.    Ye Shi, H. D. Tuan, T. Q. Duong, H. V. Poor and A. V. Savkin, ”PMU Placement Optimization for Efficient State Estimation in Smart Grid”, IEEE Journal on Selected Areas in Communications, vol. 38, no. 1, pp. 71-83, 2020.

2.    Leijie Zhang#, Ye Shi#, Yu-Cheng Chang and Chin-Teng Lin, ”Hierarchical fuzzy neural networks with privacy preservation on heterogeneous big data”, IEEE Transactions on Fuzzy Systems, vol. 29, pp. 46 - 58, 2021. (#Joint first authors,  Corresponding author)

3.    Ye Shi *, Hoang Duong Tuan, Andrey V. Savkin, Chin-Teng Lin, Jian Guo Zhu and H. Vincent Poor, “Distributed model predictive control for joint coordination of demand response and optimal power flow with renewables in smart grid”, Applied Energy, vol. 290, 2021.

4.    Ye Shi, H. D. Tuanand P. Apkarian, Parameterized bilinear matrix inequality techniques for H gain-scheduling proportional integral derivative control design, International Journal of Robust and Nonlinear Control, vol. 30, pp. 3886-3905, 2020.

5.    Ye Shi#, Chin-Teng Lin#, Yu-Cheng Chang, Weiping Ding, Yuhui Shi and Xin Yao, ”Consensus learning for distributed fuzzy neural network in big data environment”, accepted by IEEE Transactions on Emerging Topics in Computational Intelligence, 2020.

6.    Ye Shi, H. D. Tuan, A. V. Savkin and H. V. Poor, ”Model predictive control for on-off Charging of Electrical Vehicles in Smart Grids”, IET Electrical Systems in Transportation, pp. 1-13, 2020.

7.    Ye Shi, H. D. Tuan, A. V. Savkin, T. Q. Duong and H. V. Poor, ”Model Predictive Control for Smart Grids with Multiple Electric-Vehicle Charging Stations”, IEEE Transaction on Smart Grid, vol. 10, pp. 2127-2136, 2019.

8.    Ye Shi, H. D. Tuan, A. V. Savkin and S. W. Su, Optimal Power Flow over Large-Scale Transmission Networks”, Systems & Control Letters, vol. 118, pp. 16-21, 2018.

9.    Ye Shi, H. D. Tuan and P. Apkarian, Nonconvex Spectral Optimization Algorithms for Reduced-Order H LPV-LFT controllers”, International Journal of Robust and Nonlinear Control, vol. 27, pp. 4421-4442, 2017.

10.Ye Shi, H. D. Tuan, H. Tuy and S. W. Su, Global Optimization for Optimal Power Flow over Transmission Networks, Journal of Global Optimization, vol. 69, pp. 745-760, 2017.

11.Ye Shi, H. D. Tuan, and S. W. Su, Nonconvex Spectral Algorithm for Solving BMI on the Reduced Order H Control”, the 6th IEEE International Conference on Control Systems, Computing and Engineering, 2016, Penang, Malaysia. (Best Paper Award)

12.Ye Shi, H. D. Tuan, S. W. Su and H. H. M. Tam, ”Nonsmooth Optimization for Optimal Power Flow over Transmission Networks”, the 3rd IEEE Global Conference on Signal and Information Processing, pp. 1141-1144, 2015, Orlando, America.

13.Ye Shi, H. D. Tuan, S. W. Su and A. V. Savkin, Multiple Matrix Rank Constrained Optimization for Optimal Power Flow over Large Scale Transmission Networks”, proceedings of the 5th International Conference on Smart Cities and Green ICT Systems, vol. 1, pp. 384-389, 2016, Rome, Italy.

14.Ye Shi, H. D. Tuan and A.V. Savkin, ”Three-phase Optimal Power Flow for Smart Grids by Iterative Nonsmooth Optimization”, the 6th International Conference on Smart Cities and Green ICT Systems, 2017, Porto, Portugal.

15.Ye Shi, H. D. Tuan and A.V. Savkin, Mixed integer nonlinear programming for Joint Coordination of Plug-in Electrical Vehicles Charging and Smart Grid Operations”, the 10th IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, 2019, Beijing, China.