ase-topic-selection
GitHub指导判断软件工程论文是否适合投稿至ASE会议。核心标准是贡献是否为自动化技术或工具，并评估其在真实对象上的表现。提供与ICSE、FSE、ISSTA等顶会的区分指南及AI4SE/SE4AI范围说明。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "ase-topic-selection",
"description": "Use when deciding whether a software-engineering project belongs at ASE (IEEE\/ACM Automated Software Engineering) or should be routed to ICSE, ESEC\/FSE, ISSTA, a PL venue, or an SE journal, and when distinguishing ASE by its automation-centric contribution shape, its tool\/technique emphasis, and its AI4SE\/SE4AI scope."
}
ASE Topic Selection
Decide the venue before drafting. ASE — the IEEE/ACM International Conference on Automated Software Engineering — is the home for research that automates software-engineering tasks: the analysis, design, implementation, testing, comprehension, and maintenance of software, and increasingly the two-way street of AI for SE and SE for AI. Its reviewers read for a technique or tool that automates something, evaluated on real subjects. A paper whose real center is a broad empirical observation, a testing-theory result, or a pure ML advance is respected and then rejected as off-center.
The routing question that matters most
The decisive ASE question is not "is this SE?" but "is the contribution an automation — a technique or tool that does an SE task a human or a weaker tool did before?" If the beating heart of the paper is a new automated mechanism (an analysis, a generator, a synthesizer, a repair technique, a learned model applied to an SE task), ASE is a natural home. If the heart is a finding, a theory, or a measurement study, a sibling fits better — even when the topic overlaps.
Sibling-venue routing table
| Signal in your project | Better home | Why |
|---|---|---|
| Core is a technique/tool that automates an SE task, evaluated on real systems | ASE | Automated software engineering is its named center; dual IEEE/ACM, IEEE-Xplore+ACM-DL proceedings |
| Broad empirical or foundational SE contribution; the lesson is a finding, not a tool | ESEC/FSE | The general-SE flagship; PACMSE journal model, empirical breadth |
| Equally broad SE technique, but ICSE's cycle/stage fits and you want its reach | ICSE | The other general-SE flagship; different calendar and (IEEE-side) format |
| Depth in testing theory, program analysis foundations, or fault detection | ISSTA | Deeper testing/analysis expertise, round-based reviewing |
| The automated mechanism is a program-language/compiler advance | PLDI / OOPSLA / POPL | PL venues own the language-mechanism contribution |
| The contribution is a new model/architecture; the SE task is a benchmark | an ML venue | Model-as-contribution routes out of SE |
| Study too long or too nuanced for the page budget | TSE / TOSEM / EMSE | Journals with no page ceiling; some feed ASE's Journal-First track |
Contribution shapes ASE rewards
- Technique + tool + evaluation on real subjects — a new analysis, test-generation, synthesis, repair, or comprehension technique, embodied in a tool and run on real systems against credible tool baselines (the TestEra / runtime-monitoring lineage in the exemplars library).
- Automated technique with a disciplined empirical evaluation — pairing an automatic method with an honest comparison and effectiveness metric (the Tarantula fault-localization lineage).
- Learning-based automation with the SE task as the point — learned code representations or models applied to a real SE task, where the task result, not the architecture, is the contribution (the code-clone-detection lineage).
- AI4SE / SE4AI — using AI to automate SE tasks, or applying SE automation to build, test, and maintain AI/ML systems; a growing ASE center of gravity.
- Tooling infrastructure and datasets — often routed to the co-located Tools and Datasets track when the contribution is a usable artifact more than a research claim.
The model-swap and re-label tests
Two quick tests sharpen a borderline verdict:
- Model-swap test: if your paper leans on an LLM or learner, ask whether the automation still stands as a contribution when the model is swapped. If the design (the analysis, the coupling, the oracle) survives, it is ASE-shaped; if only the model result remains, route to an ML venue.
- Re-label test: could this be submitted to FSE unchanged and read as a broad empirical SE paper, or to ISSTA as a testing-depth paper? If its heart is automation machinery, ASE fits; if its heart is a finding or testing theory, route accordingly.
Which co-located track fits
- Research Papers — a full technique/tool contribution with real-subject evaluation.
- NIER (New Ideas and Emerging Results) — a bold new direction not yet backed by a full evaluation (4 pages): groundbreaking, reflection, or late-breaking-advances.
- Tools and Datasets — a usable tool or dataset as the contribution (short, demo-oriented).
- Journal-First — work already accepted at TSE/TOSEM/EMSE (after 1 Jan 2025) presented at ASE.
- Industry Showcase / Doctoral Symposium — practitioner results and PhD-stage work.
Cheap reconnaissance before committing
[Scope] scan the last two ASE programs (dblp conf/kbse, conf.researchr.org) for your subarea
-> 3+ recent papers = a reviewer pool exists; 0 = opening or mismatch
[Shape] is your contribution a runnable automation, or a finding/theory? -> automation => ASE
[Citations] majority SE-automation venues (ASE/ICSE/FSE/ISSTA)? -> majority non-SE => naturalize first
[Calendar] compare the next ASE deadline with ICSE/FSE/ISSTA/journal dates -> nearest honest fit
Decision procedure
[Audience] who runs your automation if the claim holds? -> SE developers/testers/maintainers/tool-builders?
[Claim type] technique+tool / automated-technique+evaluation / learning-based automation / AI4SE-SE4AI
[Automation test] is a runnable mechanism the contribution? -> yes => ASE; no => FSE/ISSTA/PL/ML
[Track check] full technique -> Research; bold early idea -> NIER; usable tool -> Tools & Datasets
[Verdict] ASE research track / co-located track / sibling venue / journal, with a one-line reason
Run this before the writing skills; a wrong venue decision wastes every later step. When the
verdict is ASE, continue with ase-workflow for the calendar and ase-writing-style for the paper
shape.
Version History
- 9f86f09 Current 2026-07-19 14:19
