Juelin Liu
Ph.D. Student
juelinliu@umass.edu
Manning College of Information and Computer Sciences
University of Massachusetts Amherst
About Me
I am a second-year Ph.D. student at University of Massachusetts Amherst, supervised by Professor Marco Serafini.
My research areas include database systems, Distributed Systems, and ML Systems. I currently work on Recommendation Systems and Machine Learning systems for Graph Neural Networks.
Publications
- GraphMini: Accelerate Graph Pattern Matching Using Auxiliary Graphs Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini Inproceedings of International Conference on Parallel Architectures and Compilation Techniques (PACT) 2023.
- GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
Education
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University of Massachusetts Amherst (2018 - 2021)
Bachelor of Science in Computer Science