Dongyue (Oliver) Li

I am a Ph.D. Student in the Khoury College of Computer Science at Northeastern University starting from Fall 2021. I am fortunate to work with Professor Hongyang R. Zhang.

I obtained my bachelor degree from the Department of Computer Science and Engineering at Shanghai Jiao Tong University. I was a member of the IEEE honor class, an elite student program in the School of Electronics, Information and Electrical Engineering.

My undergraduate major was Computer Science with a special track for Artificial Intelligence. I also took Mathematics and Applied Mathematics as a second major in the School of Mathematical Science.

Email  /  CV  /  Github

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Research Interest

I am broadly interested in the machine learning field. Currently, I am focusing on practical designs of machine learning algorithms in two exciting directions: (i) building learning algorithms when only a limited amount of data is available. (ii) building learning algorithms that can generalize to distributionally different tasks. These areas span transfer learning, weakly-supervised learning, multi-task learning, meta-learning, and data augmentation. I am also interested in the generalization theory of deep learning, network analysis, and system co-design.

Publications

Asterisk(*) indicates equal contribution

Education & Work Experiences

Northeastern University, BOS, U.S.
Ph.D in Computer Science, Sep. 2021 to Present
Research Focus: Machine Learning Algorithms and Network Analysis
Advisors: Prof. Hongyang R. Zhang

Shanghai Jiao Tong University, SH, China
B.S. in Computer Science and Technology, Sep. 2016 to Jun. 2020 (Major)
Research Focus: Neural Network Acceleration Algorithm and Network Optimization
Advisors: Prof. Li Jiang
B.S. in Mathematics and Applied Mathematics, Mar. 2018 to Jun. 2020 (Minor)
Ralated Courses: Analysis, Abstracted Algebra, and Differential Equations

Shanghai Qi Zhi Institute, SH, China
Full-time Researcher, Aug. 2020 to Jun. 2021
Research Focus: Graph Neural Networks, Efficient Machine Learning, and System Co-design
Advisors: Prof. Li Jiang

DiDi Chuxing AI Labs, BJ, China
Research Intern, Jul. 2019 to Sep. 2019
Research Focus: Spatio-Temporal Data Mining
Advisors: Prof. Yan Liu

Miscellaneous

I am a big tennis fan. My favorite player is Simona Halep from Romania. She won the Wimbledon Champion of women's single 2019! I love playing tennis, swimming, and working out in the gym.

I like photographing, editing music, and watching stand-up comedy shows & movies during my free time.
[My photographs in a microblog (Chinese Platform)]

 

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