教育经历：

东北大学（学士） 东北大学（硕士） 上海交通大学（博士）

学术成果：

1. Cai M, Wang S, Wu C. Research on real-time data transmission and multi-scale video image decomposition of embedded optical sensor array based on machine learning[J]. Multimedia Tools and Applications, 2022, 81(29): 41407-41427.

2. Cai M, Liu Y, Kong L, et al. Resource critical flow monitoring in software-defined networks[J]. IEEE/ACM Transactions on Networking, 2023, 32(1): 396-410.

3. Cai M, Ma C, Li Y, et al. UCMM: Unsupervised Convolutional Networks for Accurate and Efficient Map Matching with Mobile Cellular Data[J]. IEEE Transactions on Mobile Computing, 2025.

奖励荣誉：

2023 清华x-lab SDG开放创新马拉松挑战赛一等奖