Dongyue (Oliver) Li

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

My current research interest lies in: (i) designing robust multitask learning systems that effectively combat negative transfers and data heterogeneity; (ii) improving generalization capabilities of modern machine learning models, such as learning from limited labeled data or noisy data; (iii) analyzing and learning from network data. I am excited to develop principled approaches to these related problems in multitask learning, transfer learning, and self-supervised learning.

I obtained my bachelor's degree in Computer Science from Shanghai Jiao Tong University and minored in Mathematics and Applied Mathematics.

Email  /  CV  /  Github

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Prior to my Ph.D. study

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Asterisk(*) indicates equal contribution

Work & Teaching Experiences

Teaching Assistant
CS 7140: Adavanced Machine Learning, Northeastern University, Spring 2023
Instructor: Professor Hongyang R. Zhang

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

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


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