简介
我正在 ECE UIC 攻读博士学位,由 Daniela Tuninetti 教授指导。之前,我曾就读于西安电子科技大学。我拥有 ECE UIC 的硕士学位以及 西安电子科技大学 的 计算机科学与技术 学士学位。我目前研究领域为信息论,研究兴趣包括 Shared-link caching network,我的博士研究名称为 Optimizing Placement and Delivery for Coded Caching。
教育
- Doctor of Philosophy (博士), Electrical and Computer Engineering, 09/2020 - 12/2025
- Master of Science (辅修硕士), Statistics, 09/2023 - 05/2025
- Master of Science (硕士), Electrical and Computer Engineering, 09/2018 - 05/2020
- 学士, 计算机科学与技术, 09/2015 - 06/2019
就业经历
University of Illinois at Chicago - 美国
- 研究助理(博士全奖), 由 Daniela Tuninetti 教授指导, 05/2020 - 12/2025
- Coded Caching is a broadcast network which leverages locally cached contents at users side by transmitting
coded messages, so it can boost the network performance comparing to uncoded scenario.
- Researching and exploring the information limits on coded caching, including numerical analysis by formulating a
large linear problemming model on Gurobi.
- Co-advised students with advisor for their summer research internship at our lab.
- 研究助理(见习), 由 Shuo Han 教授指导, 01/2020 - 05/2020
- Distributed optimization and consensus optimization, [链接].
- 在 UIC 高性能集群上运行对应的优化算法,包括 ADMM, variation reduction, asynchronous gradient method。
著作
- Journals
- Conferences
- (MT2022b) Yinbin Ma, Daniela Tuninetti, On Coded Caching Systems with Offline Users, 2022 IEEE International Symposium on Information Theory (ISIT). IEEE, 2022. [arXiv]
- (MT2023a) Yinbin Ma, Daniela Tuninetti, Demand Privacy in Hotplug Caching Systems, 2023 IEEE International Symposium on Information Theory (ISIT). IEEE, 2023. [arXiv]
- (MT2023b) Yinbin Ma, Daniela Tuninetti, Coded Caching with Linear Coded Placement: Exact Tradeoff for the Three User Case, 2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton). IEEE, 2023.
- (MT2024a) Yinbin Ma, Daniela Tuninetti, On Demand-Private Hotplug Caching Systems, 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024.
- (MT2025) Yinbin Ma, Daniela Tuninetti, An Achievable Scheme for the K-user Linear Computation Broadcast Channel, 2025 IEEE International Symposium on Information Theory (ISIT). IEEE, 2025.
[arXiv] [slides]
- Preprints
- (MT2024b) Yinbin Ma, Daniela Tuninetti, On Coded Caching Systems with Offline Users, with and without Demand Privacy against Colluding Users, arXiv preprint arXiv:2401.06894, 2024.
专业经历
- Reviewer of the following journals and conferences
- IEEE International Symposium on Information Theory (ISIT)
- IEEE Communications Letters
- IEEE Transactions on Communications
- IEEE Information Theory Workshop
- IEEE Transactions on Wireless Communication
- IEEE Transactions on Information Theory
- Supported by the following research funding and grant
- NSF Awards 1910309 and 2312229
- NSF ACCESS EXPLORE Allocation, ELE240014
- Student travel grant, 2022 and 2024 IEEE International Symposium on Information Theory
奖项
- The Most Innovative Project Prize, UIC Engineering Expo 2019, 本科毕业设计, [链接]
其它
- 我参加了西电留学处和 UIC 的 3+2 计划, UIC 方面由 刘德荣 老师主持负责。感谢刘老师以及西电留学处老师。
- 我是西电微软学生俱乐部 2018 - 2019 学年主席。
- 我毕业于云南师大附中。