Skill UI

This guide helps researchers determine the optimal academic conference (ECAI, IJCAI, AAAI, etc.) for their AI contribution *before* starting to write. It provides structured tests (like the Model-swap test and General-audience test) and criteria (contribution shape, main track vs. application) to ensure the work is optimally matched to a specialized venue, maximizing the chances of acceptance and impact.

This skill provides a comprehensive strategic guide for authors targeting top-tier AI conferences like IJCAI. It assists in framing the manuscript's contribution, ensuring broad intellectual relevance across learning, reasoning, and planning, and structuring evidence to meet the expectations of cross-area AI specialists. Use it to optimize your submission strategy and compare it against neighboring venues (e.g., AAAI, ICLR).