Xin Tan
About Me
I am now a PhD candidate @CUHK CSE, supervised by Prof. Henry Xu. Prior to this, I got my B.E from @NWPU CS in July, 2022.
Research Interests
I am broadly interested in system design for Machine Learning (
Resource Scheduling: Maximize the allocation and utilization of available resources to accomodate workloads in the cluster.ML Inference: Design highly effective and scalable systems capable of efficiently serving a large volume of requests.-
Distributed Training: Develop and optimize strategies for efficient training of large models at scale.Currently, I am focusing my research on
accelerating large-scale training for diffusion-based video generation .
News
Publications
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ArXiv Preprint arXiv:2407.00326, 2024.
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ACM International Conference on Parallel Processing (ICPP), 2024.
Education
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B.E: Northwestern Polytechnical University.
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Ph.D.: The Chinese University of Hong Kong.
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Awards
Full Postgraduate Scholarship, 2022-2026 National Scholarship (Top2%), 2020 National Scholarship (Top2%), 2019 Champion of International Underwater Robot Competition, 2020
Internship
Research Intern, System Group @ StepFun, Aug. 2024 - current Research Intern, Network Research Group @ MSRA, Oct. 2021 - Mar. 2022
Services
Journal Reviewers
Artifact Evaluation Committee
Teaching
Teaching Assistant: CSCI 3150, Introduction to Operating Systems, CUHK. 2023 Spring Teaching Assistant: CSCI 1120, Introduction to Computing Using C++, CUHK. 2022 Fall