ML has too many venues and everyone is lying to you about which ones count. Including, sometimes, your advisor.

Let me say the quiet part first. The top machine learning conferences are brutally competitive, and a rejection there says almost nothing about your paper. Some of the most cited papers of the last decade got rejected somewhere first. A flagship rejection is a scheduling event. Treat it like one.

Next, match the venue to the shape of the paper. Theory-heavy work, empirical bake-offs, position papers, dataset papers. These have natural homes, and reviewers are pattern matchers. Send a dataset paper to a theory crowd and you'll get theory complaints. Send it where dataset papers get a fair read and the conversation changes completely.

Third, the practical bit, and I mean practical: line up your deadlines before you fall in love with a venue. The big ML conferences cluster their submissions into a few windows each year, and tracking them on sticky notes is a losing game. A conference deadline tracker app for iOS and Android beats a spreadsheet for exactly one reason. It pings you. If you run a lab, a lab deadline dashboard SaaS is better still, because half your students are not tracking anything and pretending they are. A mobile app for academic submission deadlines won't write the paper for you. It just makes sure the paper has somewhere to go.

So compare seven venues across the selectivity spectrum. The flagships everyone cites. The strong second tier with better odds and faster reviews. The focused workshops where your actual subcommunity shows up. Workshops get dismissed as consolation prizes, which is silly. Half the collaborations I know started at workshops.

Check each candidate's dates, locations, and submission links in one place instead of hunting through a dozen CFP pages. The calendar view at confjournal.fyi lays out paper submission deadlines for 2026 by month and discipline.

When the paper is ready, confjournal.fyi will get it submission-ready with paper formatting and submission checks for your target venue.