技能 数据科学 学术论文定稿发表流程

学术论文定稿发表流程

v20260724
icml-camera-ready
本指南详细介绍了学术论文从接受到定稿(Camera-Ready)的完整发表流程。内容涵盖了去匿名化处理、整合审稿人意见、撰写通俗摘要、进行格式检查,以及管理评审意见和利益冲突披露等所有关键环节,旨在确保论文符合顶级学术会议的发布标准。
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ICML Camera-Ready

Use this after acceptance. ICML camera-ready work is unusually tied to public accountability because accepted papers publish the original submission, supplementary material, reviews, meta-reviews, rebuttal, and reviewer-author discussion along with camera-ready.

Official items to reopen

  • Current Author Instructions and camera-ready checklist.
  • OpenReview camera-ready form.
  • Current ICML style file and format checker.
  • PMLR publication agreement and ICML release forms.
  • Registration, presentation, proceedings-only, poster/oral, and post-conference revision rules.

2026 baseline

ICML 2026 camera-ready instructions require upload by May 28 AoE, allow a 9-page paper body, limit the camera-ready PDF to 20MB, require appendices in the PDF, provide no camera-ready supplementary material, ask for a lay summary, and require the format-checker code. They also introduce a financial conflict-of-interest disclosure rule for relevant cases.

Workflow

  1. Decide whether the paper is in-person or proceedings-only and complete the required presentation/registration questionnaire.
  2. Convert the anonymous submission into a public paper: authors, acknowledgments, funding, code, datasets, and repositories.
  3. Incorporate reviewer/AC feedback without changing the essential accepted contribution.
  4. Move all final appendices into the PDF; use public repositories for code/data instead of final supplementary material.
  5. Enter lay summary, title, abstract, author metadata, code URL, PMLR agreement, and release forms.
  6. Run the format checker and keep the successful code.
  7. Plan post-conference small corrections if needed.

Public-record exposure map

What becomes visible on OpenReview for accepted ICML papers is broader than for many venues, so plan the deanonymization with that in mind.

Item Visibility after acceptance Action
Original anonymous submission Public Ensure it still reads honestly next to the final paper
Reviews, meta-review, rebuttal, discussion Public Keep rebuttal claims consistent with camera-ready edits
Lay summary Public-facing Write for a non-specialist, avoid jargon
Financial conflict disclosure Required where relevant Confirm and complete for the current cycle

Worked vignette: shipping the optimizer paper

The accepted optimizer paper moves all appendices into the single PDF, deanonymizes authors and funding, links the public code repository in the OpenReview code URL field, and writes a lay summary explaining "a faster training rule" without the convergence notation. The team runs the format checker and keeps the passing code, then double-checks that the rebuttal's promised in-regime plot actually appears, because both the rebuttal and the final paper are now public. Treat exact dates and page limits as annual; the 2026 baseline above should be re-verified against the current checklist.

Output format

[Camera-ready status] Ready / Needs fixes
[Public-record risks] <original submission/supplement/reviews/rebuttal visibility issue>
[Required uploads/forms] <PMLR/release/forms/format checker/lay summary>
[Artifact release] <repo/archive/code URL/data>
[Post-conference revision plan] <none or small corrections>
信息
Category 数据科学
Name icml-camera-ready
版本 v20260724
大小 3.48KB
更新时间 2026-07-28
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