icdm-workflow

GitHub

用于规划ICDM会议论文提交的项目管理技能,涵盖从选题、实验、写作到投稿及最终呈现的全流程时间表与关键里程碑。

ICDM-Skills/skills/icdm-workflow/SKILL.md brycewang-stanford/Awesome-Journal-Skills

Trigger Scenarios

规划ICDM会议论文提交时间线 制定数据挖掘领域学术会议投稿计划

Install

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icdm-workflow -g -y
More Options

Non-standard path

npx skills add https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICDM-Skills/skills/icdm-workflow -g -y

Use without installing

npx skills use brycewang-stanford/Awesome-Journal-Skills@icdm-workflow

指定 Agent (Claude Code)

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icdm-workflow -a claude-code -g -y

安装 repo 全部 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --all -g -y

预览 repo 内 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --list

SKILL.md

Frontmatter
{
    "name": "icdm-workflow",
    "description": "Use when planning an ICDM (IEEE International Conference on Data Mining) project timeline from venue fit through the abstract and full-paper deadlines, the long summer wait to the August notification, the no-rebuttal review, the possible short-paper acceptance branch, IEEE camera-ready, and in-person presentation on a single annual deadline."
}

ICDM Workflow

Use this as the project-management skill for an ICDM submission. ICDM runs a single annual deadline, so the plan is a one-shot sprint to June and then a long wait, not a KDD-style cycle loop. Replace every date with the current edition's official timetable and work backwards from the paper deadline.

ICDM is an IEEE conference, not a journal: there is no standing editor-in-chief and no article-processing charge. The rotating analogue is the per-edition General Chairs and Program (PC) Co-Chairs, appointed anew each year (2026 chairs 待核实 on the committee page); the cost model is registration, and at least one author must present in person for the paper to appear in the IEEE proceedings.

Milestones (2026 anchors — verify live)

  • Venue + track fit: confirm Research vs Applied vs Blue Sky (see icdm-topic-selection).
  • Evidence lock: freeze the mining task, mechanism, baselines, ablations, and scaling runs.
  • Abstract deadline (2026-05-30): register real title, abstract, authors, topics.
  • Full-paper deadline (2026-06-06, AoE): upload the anonymized 10-page PDF (Research).
  • The summer wait: reviews proceed triple-blind with, traditionally, no rebuttal.
  • Notification (2026-08-16): Accept / Accept-as-Short / Reject.
  • Camera-ready: IEEE eCopyright, de-anonymization, in-person registration.
  • Conference (Nov 12-15, Shenyang): present; the paper enters IEEE Xplore.

Backward plan from the June paper deadline

Weeks out (heuristic) Data-mining-methods milestone
8+ Mechanism fixed; mining task and baselines chosen
6 Ablations designed to isolate the mechanism
4 Scalability runs complete, seeds logged
3 Full draft compiled in IEEE two-column, measured against the 10-page all-inclusive cap
2 Internal mock review by a data-mining-minded reader
1 Triple-blind sweep, anonymized artifact export, appendix trimmed inside the cap
0 Abstract, then full paper on the submission system before AoE

These offsets are heuristics — anchor every one to the current official timetable, never a prior edition's calendar.

The two ICDM-specific branches

  • No-rebuttal posture. Plan as if you will get no chance to reply after reviews. That means the submitted PDF and its cited anonymized repository must pre-answer the obvious reviewer questions. If the current edition does open a response window, treat it as a bonus, not the plan (see icdm-author-response).
  • Short-paper branch. Acceptance may arrive as "accepted as a short paper." Keep a compression plan ready: which sections collapse, which results move to the repository, and how the contribution survives at short-paper length (see icdm-camera-ready).

Failure modes by stage

  • Treating the appendix as free space and discovering at week 1 that references plus appendix push the PDF past 10 pages — a no-review reject born of planning, not science.
  • Building the anonymized artifact after the deadline, under time pressure, is how a triple-blind identity leak ships.
  • Assuming a rebuttal exists and leaving a known weakness "for the response" that never comes.
  • Forgetting the in-person presentation requirement until camera-ready, when travel and registration logistics are hardest.

Coordination notes

  • Assign one owner for the triple-blind sweep and another for the 10-page arithmetic; shared ownership is how both slip.
  • Archive the exact submitted PDF and anonymized repository; if a response window opens, replies must quote them precisely.
  • Diarize the August notification date so the short-paper branch can start immediately.

Output format

[Current stage] fit / experiments / writing / abstract / submission / waiting / decision / camera-ready
[Track] Research / Applied / Blue Sky
[Next official deadline] <date and source, or unknown>
[Critical path] <three tasks that determine readiness>
[Risk register] <10-page cap / anonymity / scale evidence / no-rebuttal exposure / presentation>
[Branch readiness] short-paper compression plan: ready / not ready

Version History

  • 9f86f09 Current 2026-07-19 15:55

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