Introduction

“Think different.” —— Apple Inc.

Hi all, thank you for visiting here ;-)

I am currently a graduate student at HKUST. These are my personal paper reading notes.

Specifically, I have a broad interest in systems (e.g., OSDI, SOSP, NSDI, ATC, EuroSys, SoCC, ASPLOS, MLSys), machine learning (e.g., ICML, ICLR, NeurIPS), and other funny stuff.

Welcome

1. I'll aperiodically organize some interesting papers that I have read during my leisure and upload their notes to the GitHub repository, which can be read easily on the website.

2. I've organized a list of papers on several topics (e.g., systems for ML) and also categorized the reading notes by conference/journal dates.

3. If you find a paper that interests you in my reading notes, feel free to create an issue and chat with me.

4. Even if the paper you are interested in is not in my notes, you can also create an issue to let me know. I will read it and give you my thoughts if I have time.

5. Welcome to submit a pull request if you find any typos.

Changelogs

• 12/2024: Briefly organize the papers of EuroSys 2025 (only Spring cycle); organize the papers of SoCC 2024, SC 2024; update the reading notes of SOSP 2024.

• 09/2024: Organize the papers of SOSP 2024.

• 08/2024: Organize the papers of VLDB 2024; update the reading notes of SIGCOMM 2024; create new paper lists of diffusion models, language models, and deep learning recommendation models.

• 07/2024: Organize the papers of SIGCOMM 2024, ICML 2024, ATC 2024, OSDI 2024, NSDI 2024, CVPR 2024, ISCA 2024; create a new paper list of systems for diffusion models; update the paper list of systems for LLMs, systems for DLRMs, and resource scheduler.

Epilogue

If it helps, you could star the GitHub repository.

For a better experience, please check out the website.

License

Released under the MIT License.

Copyright © 2021—2024 Lingyun Yang.