Xiuyu Li

I'm a senior undergraduate at Cornell University double majoring in Computer Science and Math, advised by Prof. Zhiru Zhang and Prof. Vitaly Shmatikov. My research interests lie in efficient, scalable and privacy-preserving machine learning systems. I am also broadly interested in learning for graph-structured data.

I am actively seeking PhD advisors for Fall 2022.

Email: xl289 [at] cornell [dot] edu

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News



Publications

(* indicates equal contribution)
TorchSparse: Efficient Point Cloud Inference Engine
Haotian Tang*, Zhijian Liu*, Xiuyu Li*, Yujun Lin, Song Han
Conference on Machine Learning and Systems (MLSys), 2022
[abs]  [draft]  [code]

Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
Derek Lim*, Felix Hohne*, Xiuyu Li*, Sijia Linda Huang, Vaishnavi Gupta, Omkar Bhalerao, Ser-Nam Lim
Advances in Neural Information Processing Systems (NeurIPS), 2021
Previous version: New Benchmarks for Learning on Non-Homophilous Graphs
The Web Conference (WWW) Workshop on Graph Learning Benchmarks, 2021
[arXiv]  [pdf]  [code & datasets]

[abs]  [arXiv]  [pdf]  [code & datasets]


Experience


Massachusetts Institute of Technology

Research Intern
June 2021 - Present

Worked with Prof. Song Han on efficient machine learning algorithms and systems co-design for 3D point cloud data.


National University of Singapore

Research Intern
May 2019 - July 2019

Worked with Prof. Wei Wang on building SINGA-Auto, a distributed system that trains and deploys machine learning models using AutoML.



Projects



Activities


Cornell University Artificial Intelligence

Co-President
June 2021 - Present

Undergraduate Researcher
Sept 2019 - Present



Teaching


Teaching Assistant:


Misc




© Xiuyu Li 2021