> For the complete documentation index, see [llms.txt](https://fdu-open-exam.gitbook.io/csdiy/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://fdu-open-exam.gitbook.io/csdiy/supplements/ben-ke-sheng-ke-yan.md).

# 本科生科研

### 科研基础

[Stanford CS197 Computer Science Research](https://web.stanford.edu/class/cs197/)

[Harvard CS197 AI Research Experience](https://www.cs197.seas.harvard.edu/)

[Reproducible Deep Learning](https://www.sscardapane.it/teaching/reproducibledl/)

### 导师选择

[The Definitive ‘what do I ask/look for’ in a PhD Advisor Guide](https://weihao97.github.io/files/Get-Advisor.pdf)

[如何选择导师 - 交大生存手册](https://survivesjtu.gitbook.io/survivesjtumanual/fang-tan-ji/xiao-xin-xiang-mu-de-xian-jing/xuan-dui-dao-shi)

### 本科生科研指南

[彭思达 - Learning Research](https://github.com/pengsida/learning_research)

[GAMES003 科研基本素养](https://pengsida.net/games003/)

[失败本科科研的一些共性](https://fdu-hotpot.top/community/hotpot-internship/%e5%a4%b1%e8%b4%a5%e6%9c%ac%e7%a7%91%e7%a7%91%e7%a0%94%e7%9a%84%e4%b8%80%e4%ba%9b%e5%85%b1%e6%80%a7/)

### 论文阅读

[How to read a paper](https://web.stanford.edu/class/cs114/reading-keshav.pdf) by Srinivasan Keshav

[You are how you read](https://www.bilibili.com/video/BV1df4y1m74k) by 沈向洋

[How to read a research paper](https://www.eecs.harvard.edu/~michaelm/postscripts/ReadPaper.pdf) by Michael Mitzenmacher

### 论文写作

[MIT EECS Commkit](https://mitcommlab.mit.edu/eecs/use-the-commkit/)

[Paper Writing Tips](https://github.com/MLNLP-World/Paper-Writing-Tips)

[Writing AI Conference Papers: A Handbook for Beginners](https://github.com//hzwer/WritingAIPaper?tab=readme-ov-file)

[How to write an okay research paper by Sasha Rush](https://www.youtube.com/watch?v=qNlwVGxkG7Q)

[Microsoft Research - How to write a great research paper](https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/)

[How to write a good research paper by Bill Freeman](https://faculty.cc.gatech.edu/~parikh/citizenofcvpr/static/slides/freeman_how_to_write_papers.pdf)

[Tips for writing NLP papers by Vered Shwartz](https://medium.com/@vered1986/tips-for-writing-nlp-papers-9c729a2f9e1f)

[How to write a technical paper or a research paper by Michael Ernst](https://homes.cs.washington.edu/~mernst/advice/write-technical-paper.html)

[How to Write Research Papers by Tao Xie](https://taoxie.cs.illinois.edu/publications/writepapers.pdf)

[Common Technical Writing Issues by Tao Xie](https://taoxie.cs.illinois.edu/publications/writeissues.pdf)

[Paper Writing Checklist by Zheng Zhang](https://web.ece.ucsb.edu/~zhengzhang/paper%20writing%20checklist_v2.pdf)

### 学术交流

[Tips for Giving Clear Talks by Kayvon Fatahalian](https://graphics.stanford.edu/~kayvonf/misc/cleartalktips.pdf)

[Advice on Research Communications Skills - Princeton CS](https://www.cs.princeton.edu/grad/advice-on-research-communications-skills)

[MIT EECS Commkit](https://mitcommlab.mit.edu/eecs/use-the-commkit/)

### 研究经验

[You and Your Research by Richard Hamming](https://www.cs.virginia.edu/~robins/YouAndYourResearch.pdf)

[Demystifying Good Research and Papers by Fei-Fei Li](https://bigaidream.gitbooks.io/tech-blog/content/2014/de-mystifying-good-research.html)

[Useful Thoughts about Research by H.T. Kung](https://eecs.harvard.edu/htk/phdadvice/)

[How to do research by Bill Freeman](https://people.csail.mit.edu/billf/publications/How_To_Do_Research.pdf)

[Soft Skills for PhD Researchers by Dragomir Radev](https://www.cs.yale.edu/homes/radev/posts/soft-skills.pdf)

### 读博经验

[李沐 - 博士这五年](https://zhuanlan.zhihu.com/p/25099638)

[田渊栋 - 博士五年总结](https://zhuanlan.zhihu.com/p/30656493)

[陈天奇 - 机器学习科研的十年](https://zhuanlan.zhihu.com/p/74249758)

[A Survival Guide to a PhD by Andrej Karpathy](https://karpathy.github.io/2016/09/07/phd/)

[叶小飞 - 关于我博士毕业的这件小事](https://zhuanlan.zhihu.com/p/661406115)

[For NLP/AI Researchers：预测未来 规划科研](https://zhuanlan.zhihu.com/p/661903331)

[清华大学飞跃手册 - 文章阅读](https://feiyue.online/reading/)