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赵明昊

职称: 助理教授

直属机构: 数据科学与工程学院

学科:

10 访问

相关教师

个人资料

  • 部门: 数据科学与工程学院
  • 性别:
  • 专业技术职务: 讲师 晨晖学者
  • 毕业院校: 清华大学
  • 学位: 博士
  • 学历: 研究生
  • 联系电话: 16679084250
  • 电子邮箱: mhzhao@dase.ecnu.edu.cn
  • 办公地址: 中北校区地理馆217
  • 通讯地址: 上海市中山北路3663号
  • 邮编: 200062
  • 传真: 021-62233333

教育经历

2017.7-2022.6 博士 清华大学

2021.7-2022.5 联合培养博士 新加坡国立大学

工作经历

2022.9-至今 华东师范大学 数据科学与工程学院 讲师


个人简介

一个学术水平一般、卑微弱小但在苦苦挣扎的小青椒~


社会兼职

期刊审稿人:TPDS,TDSC,TIFS,CSUR,TKDE,TCC, TBD, CSR, Information sciences等


研究方向

计算机系统:包括云储存系统,网络系统,区块链系统,系统安全等。


数据库系统:数据库索引结构,数据库引擎,面向特殊场景的数据存储系统,分布式数据库等;


数据科学综合应用:基于大数据的社会治理,数据驱动的计算机系统研究,社会计算,金融和经济领域的数据工程方法等。


招生与培养

招收学术型、专业型硕士研究生。

开授课程

社会计算(2023年春,2024年春)

计算机系统(2023年春,2023年秋)

计算机网络(2023年秋)

数据管理系统前沿(2023年春,2024年春)

专业英语(2024年春)

云计算(2024年夏)


科研项目

上海市启明星培育(扬帆专项)-面向非易失内存与远程内存直连的数据存储关键技术研究;2023.4-2025.4

企业合作项目若干;

学术成果

[1] Hua Yang, Minghao Zhao, Lei Yuan, Yang Yu, Zhenhua Li, and Ming Gu. Memory-efficient Transformer-based network model for Traveling Salesman Problem. Neural Networks 161 (2023): 589-597. (CCF B, JCR Q1, IF = 9.657)


[2] Yiting Zhang, Minghao Zhao, Tao Li, Yilei Wang, and Tiancai Liang. Achieving Optimal Rewards in Cryptocurrency Stubborn Mining with State Transition Analysis. Information Sciences (2023). (CCF B, JCR Q1, IF = 8.223)


[3] Minghao Zhao, Zhenhua Li, Wei Liu, Jian Chen, and Xingyao Li. UFC2: User-Friendly Collaborative Cloud. IEEE Transactions on Parallel and Distributed Systems. 33.9 (2022): 2163-2182.  (CCF A)


[4] Zhaobo Lu, Hai Liang, Minghao Zhao, Qingzhe Lv, Tiancai Liang, and Yilei Wang. Label‐only membership inference attacks on machine unlearning without dependence of posteriors. International Journal of Intelligent Systems (2022). (JCR Q1, IF =8.993)


[5] Jianan Guo, Zhaojie Wang, Hai Liang, Minghao Zhao, Hui An, and Yilei Wang. Improving transaction succeed ratio in payment channel networks via enhanced node connectivity and balanced channel capacity. International Journal of Intelligent Systems (2022). (JCR Q1, IF =8.993)


[6] Yilei Wang, Zhaojie Wang, Minghao Zhao, Xueyang Han, Huiyu Zhou, Xiaoying Wang, and Arthur Sandor Voundi Koe. BSM-ether: Bribery selfish mining in blockchain-based healthcare systems. Information Sciences 601 (2022): 1-17. (CCF B, SCI JCR-Q1, IF=6.795)


[7] Jian Chen, Minghao Zhao, Zhenhua Li, Feng Qian, Hongyi Chen, Yunhao Liu. Lock-Free Collaboration Support for Cloud Storage Services with Operation Inference and Transformation. In Proceedings of the USENIX Conference on File and Storage Technologies (FAST'20), pp. 13-27. (Co-primary author) (CCF A)


[8] Minghao Zhao, Jian Chen, and Zhenhua Li. Enabling Conict-free Collaborations with Cloud Storage Services. The 27th International Conference on Parallel and Distributed Systems (ICPADS'21) (CCF C, Invited paper)


[9] Xiangfu Song, Changyu Dong, Dandan Yuan, Qiuliang Xu, Minghao Zhao, Forward Private Searchable Symmetric Encryption with Optimized I/O Eff iciency. IEEE Transactions on Dependable Secure Computing. 17(5): 912-927 (2020) (CCF A, JCR-Q1 IF = 7.329)


[10] Yilei Wang, Minghao Zhao, Yuemei Hu, Yijie Gao, and Xinchun Cui. Secure computation protocols under asymmetric scenarios in enterprise information system. Enterprise Information Systems 15, no. 4 (2021): 492-512. (SCI JCR-Q1 IF=4.350)


[11] Xiaochao Wei, Lin Xu, Minghao Zhao, and Hao Wang. Secure extended wildcard pattern matching protocol from cut-and-choose oblivious transfer. Information Sciences 529 (2020): 132-140. (CCF B, SCI JCR-Q1, IF=6.795)


[12] Chuan Zhao, Shengnan Zhao, Bo Zhang, Shan Jing, Zhenxiang Chen, and Minghao Zhao. Oblivious DFA evaluation on joint input and its applications. Information Sciences 528 (2020): 168-180. (CCF B, SCI JCR-Q1, IF=6.795)


[13] Yu-an Zhang, Xiaofeng Qin, Qinlian Ma, Minghao Zhao, Satoru Hiwa, Tomoyuki Hiroyasuc, Hiroshi Furutani. Markov Chain Analysis of Evolutionary Algorithms on OneMax function - From Coupon Collector's Problem to (1+1) EA. Theoretical Computer Science (TCS'20), 820: 26-44.  (CCF B, SCI JCR-Q2, IF=0.827)


[14] Chengyu Hu, Yuqin Xu, Pengtao Liu, Jia Yu, Shanqing Guo, and Minghao Zhao. Enabling cloud storage auditing with key-exposure resilience under continual key-leakage. Information Sciences 520 (2020): 15-30. (CCF B, SCI JCR-Q1, IF=6.795)


[15] Hao Wang, Hong Qin, Minghao Zhao, Xiaochao Wei, Hua Shen, and Willy Susilo. Blockchain-based fair payment smart contract for public cloud storage auditing. Information Sciences 519 (2020): 348-362. (CCF B, SCI JCR-Q1, IF=6.795)


[16] Xi Chen, Minghao Zhao, Xinlei Yang, Zhenhua Li, Yao Liu, Zhenyu Li, and Yunhao Liu. The Cask Effect of Multi-source Content Delivery: Measurement and Mitigation. In Proceedings of the IEEE 39th International Conference on Distributed Computing Systems (ICDCS'19), pp. 261-270. IEEE, 2019. (CCF B)


[17] Minghao Zhao, Chengyu Hu, Xiangfu Song, and Chuan Zhao. Towards Dependable and Trustworthy Outsourced Computing: A Comprehensive Survey and Tutorial. Journal of Network and Computer Applications 131 (2019): 55-65. (CCF C, SCI JCR-Q1, IF=6.281)


[18] Yilei Wang, Andrea Bracciali, Tao Li, Fengyin Li, Xinchun Cui, and Minghao Zhao. Randomness invalidates criminal smart contracts. Information Sciences 477 (2019): 291-301. (CCF B, SCI JCR-Q1, IF=6.795)


[19] Chuan Zhao, Shengnan Zhao, Minghao Zhao, Zhenxiang Chen, Chong-Zhi Gao, Hongwei Li, and Yu-an Tan. Secure Multi-Party Computation: Theory, practice and applications. Information Sciences 476 (2019): 357-372. (CCF B, SCI JCR-Q1, IF=6.795)


[20] Minghao Zhao, Zhenhua Li, Ennan Zhai, Gareth Tyson, Chen Qian, Zhenyu Li, Leiyu Zhao, Maintaining the Whole Filesystem in an Object Storage Cloud. In Proceedings of the 47th International Conference on Parallel Processing (ICPP'18) (CCF B)


[21] Xi Chen, Zhenhua Li, Zhenyu Li, Tianyin Xu, Ennan Zhai, Yao Liu, Minghao Zhao, Yunhao Liu. Minimizing the Cask Effect of Multi-Source Content Delivery. Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service (IWQoS). pp. 1-2, 2018. (CCF B)


[22] Zhe Liu, Kim-Kwang Raymond Choo, and Minghao Zhao. Practical-oriented protocols for privacy-preserving outsourced big data analysis: Challenges and future research directions. Computers & Security 69 (2017): 97-113.  (CCF B, SCI JCR-Q1, IF=4.438) 


荣誉及奖励