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What is this?
A free, open-source guide to doing academic research, written in Chinese by researcher Peng Sida. It distills his research experience in written form so lab newcomers can learn the craft without word-of-mouth training.
A free, open-source guide to doing academic research, written in Chinese by researcher Peng Sida. It distills his research experience in written form so lab newcomers can learn the craft without word-of-mouth training.Is it a book, a video course, or just a long README?A single continuously-updated Chinese document hosted on GitHub. The author notes updates may first land in a linked Notion doc, so the commit history can lag; the last update was June 6, 2026.
A single continuously-updated Chinese document hosted on GitHub. The author notes updates may first land in a linked Notion doc, so the commit history can lag; the last update was June 6, 2026.Will this advice still apply outside the author's lab?Not guaranteed: the author warns the document may be incomplete or not fully convey his meaning, reflects his own lab's experience, and works best when combined with practice and discussion.
Not guaranteed: the author warns the document may be incomplete or not fully convey his meaning, reflects his own lab's experience, and works best when combined with practice and discussion.Who should read it?Graduate students and undergraduates starting out in research — first the author's own lab, though he open-sourced it hoping students outside his lab benefit too.
Graduate students and undergraduates starting out in research — first the author's own lab, though he open-sourced it hoping students outside his lab benefit too.Is there a video or course version of this material?Yes. The author and three other researchers teach GAMES003, a course on basic research literacy for graphics and vision, on the GAMES platform, and the repo links its slides and lecture videos.
Yes. The author and three other researchers teach GAMES003, a course on basic research literacy for graphics and vision, on the GAMES platform, and the repo links its slides and lecture videos.Does it get into the nitty-gritty of paper writing and rebuttals?Yes. There are dedicated sections on getting started in research, ideas and experiments, meetings with your advisor, practicing paper writing with a lab-tested template, writing rebuttals, and preparing academic presentation slides.
Yes. There are dedicated sections on getting started in research, ideas and experiments, meetings with your advisor, practicing paper writing with a lab-tested template, writing rebuttals, and preparing academic presentation slides.What is the core advice for becoming a top PhD student?Set one long-term research goal with real scientific and practical value, break it into a roadmap, and make each paper show clear progress along it, with demos as cool as possible.
Set one long-term research goal with real scientific and practical value, break it into a roadmap, and make each paper show clear progress along it, with demos as cool as possible.What are similar projects?Research-Starter-Kit, Supervisor-Skills, libpku, mml-book.github.io, curriculum, game-programmer, up, Python-Core-50-Courses
Research-Starter-Kit, Supervisor-Skills, libpku, mml-book.github.io, curriculum, game-programmer, up, Python-Core-50-CoursesWhich topics is it in?academic-writing, science, slides, students, writing, paper, course, career, academic-research, guide, learning-resources, learning
academic-writing, science, slides, students, writing, paper, course, career, academic-research, guide, learning-resources, learning