I wanted to publish a research paper which has less relevant stuff compacted and would be more focused on important and relevant items.
Also, I have failed to find a guide to publish small compact research papers.
Yes, if your ideas can be expressed concisely enough. For example if you were to find a counterexample to the Beal Conjecture, then you can write two paragraphs and be done. Watson and Crick's 1953 paper describing the structure of DNA was one page long, and won the Nobel Prize. Some other examples of very short papers (admittedly, some of these are jokes) are here.