Biography
My research interests primarily focus on machine learning systems (Mlsys), particularly efficient large language model (LLM) inference, quantization, and blockchain. Currently more on LLM. For academic purpose, you can also refer to my google sites.
Academic Score of CUHK(SZ) (bachelor)
- First Class Honour.
- Cumulative GPA(cGPA) 3.701/4.00. Major GPA(mGPA) 3.804/4.000
- Ranking 7/128 (mgpa 6/128)
I have a strong passion for game development and have actively worked on various game projects. I am pretty positive and have gained experience in V/AR development.
Interests
- Machine Learning System
- Blockchain, Games
Education
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PhD in Machine Learning System, 2025
University of Hong Kong
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BSc Computer Science And Technology, 2021
The Chinese University of Hong Kong (shenzhen)
Recent Publications
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(2024).
LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization.
PPoPP ‘24.
(2024).
Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices.
IPDPS ‘24.
(2023).
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs.
EuroSys'24..
