Biography
Hi there, I am currently an Applied Scientist at Amazon working on LLM Post-training Algorithm/System. Previously, I obtained the PhD in the Computer Science and Engineering Department at the University of Michigan under the supervision of Prof. Z. Morley Mao. I received my bachelor’s degree from the School of the Gifted Young at the University of Science and Technology of China, majoring in computer science.
My research interests lie at the intersection of machine learning systems and network systems, with a current focus on enhancing the efficiency of large language model (LLM) inference through the co-design of algorithms and system architectures.
- Efficient LLM inference algorithms/systems
- Machine Learning Systems
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PhD in Computer Science and Engineering, 2020-2025
University of Michigan
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BEng in Computer Science, 2016-2020
School of the Gifted Young, University of Science and Technology of China
Research Snapshot
Recent topics of my research:
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Efficient LLM Inference and Training Algorithms/Systems
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Machine Learning Systems
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Network Systems
Recent Publications
Services
- Conference Reviewer: ICLR 2025, MM 2024, WWW 2024, NeurIPS 2023, ICML 2023.
- Journal Reviewer: Neural Networks, IEEE TMC, IEEE Network Magazine.
- Artifact Evaluation: SIGCOMM 2024.
Contact
- jinsw@umich.edu
- 2260 Hayward Street, Ann Arbor, MI 48109
Miscellaneous
