I am now serving as a reviewer at a computer science conference. I could identify that one of the papers I am reviewing comes from a prestigious lab based on
- The type of research problem the paper is trying to address is in line with what they have always been doing (I am working in a relatively niche field), and the research methodology looks quite familiar.
- The list of papers they cite bias towards the publications from their lab.
- The style of graphics and presentation of the contents look pretty familiar.
However, as much as this lab previously generated many good papers (in fact, they opened up the area I am working on), this particular paper is quite borderline; I am leaning towards rejecting it.
What concerns me is there may be some way they could know who gave this rejection decision, given the fact that they may know the PC member (the person responsible for matching papers with reviewers), who could incidentally and subconsciously give them a few names. I hope the academia is better than this, but I could not help thinking of the bad consequences like my own paper and even myself will receive unfair treatment in the future; even if these things happen, I do not have any solid evidence to prove it.
I am not sure what I should do at this point. Should I go against my initial judgement and accept this paper (there is a "weakly accept" option for my conference).