Before trying to answer the question about how to read papers, I would like to share my experience about which papers to read. My general suggestion is to read as much as possible. The goal of reading papers is pretty simple: you should get a comprehensive understanding of the entire field you are working on, so that to prevent yourself from reinventing the wheels, and to draw inspirations from previous work, especially state of the art.
Every student/researcher in computer graphics may pay special attention to Ke-Sen Huang’s Home Page, which covers almost all the top conferences about computer graphics. I check the update of this page frequently and follow all the latest change there. But just following Ke-Sen’s page is not enough, there are also several major journals (such as TOG, TVCG, CG&A and CGF). Fortunately you can subscribe to the publishers of those journals and get notifications about the latest publications promptly via any RSS reader. Furthermore, for some important papers, it is worth taking a look at the reference lists in those papers as well as all the follow-up work by searching later publications that have cited them.
To read a paper, I think the key point is to get the big picture. Specifically, it’s much more important to figure out what the authors did and why they did this, compared to how they did. I would also suggest to be positive when reading a paper. Every paper got published for certain good reasons. Instead of thinking as “how they can publish such a bad paper”, it would be more helpful trying to find those good reasons.
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I have just realized that to be successful in computer graphics research (and maybe in other fields as well), you should have a strong personality, which is much more important than any technical skills such as coding and writing. To have a strong personality does not mean you should create your own style other than anybody else, but I think in general you should be tough.
I learned this not from my own experience (I don’t consider myself very successful yet), but based on my observation as well as what I’ve heard about some really successful researchers.
The computer graphics community is becoming more and more competitive, in both industry and academia. There are about 200 SIGGRAPH/SIGGRAPH Asia/TOG papers each year, plus hundreds of good publications on other top venues. So to survive this community you have to put dedicated effort into your research for years. It is very inspiring to see so many people who are smarter yet work harder than me all the time.
I feel extremely lucky to collaborate with many great researchers who all have strong personality but work in totally different ways. Some of them can communicate with me on a daily base for years via writing like a robot, while some of them are invisible most of time but will suddenly appear before the submission deadline and clean up all the bugs in my code while I’m near a break point at midnight.
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Recently I have been advised to share my experience about doing computer graphics research via public blog. I have decided to follow the suggestion so this blog may become more active from now on.
But first of all, I would like to put a disclaimer here. All the opinions to appear in this blog will be based on my personal experience, which may not work for anybody else due to the biodiversity of human beings (including the strong personality of myself as well as my collaborators). So please consider the future posts at your own risk.
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