ACM Conference on Intelligent User Interfaces (IUI)
Conference positioning
ACM Conference on Intelligent User Interfaces (IUI) is a top computer-science conference venue for AI-infused interaction, adaptive interfaces, recommender interfaces, explainable interaction, and user modeling. It rewards an intelligent-interface paper where AI behavior and user experience are jointly evaluated. Treat this skill as a fit / venue-selection / re-framing tool for conference submission strategy, not as a substitute for the current year's CFP, author kit, ethics policy, or submission portal.
Because CS conferences change deadlines, templates, page limits, review workflow, artifact rules, AI-use policy, and rebuttal formats every cycle, always verify the live official instructions before making a submission-ready recommendation. Start from the official source anchor recorded for this venue in ../../resources/conference-roster.md and ../../resources/official-source-map.md.
When to trigger
The author names IUI / ACM Conference on Intelligent User Interfaces as the target venue.
A manuscript in AI-infused interaction needs a conference-fit read before being formatted or submitted.
The paper must be re-framed from journal style or arXiv style into a selective CS conference narrative.
The author needs an evidence-gap, anonymity, artifact, rebuttal, or re-routing diagnosis for this venue.
Scope & topic fit
Core fit: AI-infused interaction, adaptive interfaces, recommender interfaces, explainable interaction, and user modeling.
Best submissions make a precise contribution type visible: algorithm, theorem, system, dataset, benchmark, empirical finding, design artifact, tool, or socio-technical analysis.
The paper should explain why the result matters to IUI's reviewers, not just why it is interesting to the authors' lab or product context.
Position related work against the most recent conference-cycle papers in this venue and its closest siblings; stale comparisons are a common early-review weakness.
If the contribution is interdisciplinary, state which part is CS research and which part is domain evidence.
Venue-specific calibration
Reviewer lens: Treat IUI as a intelligent interfaces venue whose reviewers expect the scope and evidence to match its own community. Do not submit a generic CS paper until the introduction names the exact subcommunity, contribution type, and proof or empirical standard.
Contribution hook to foreground: the venue-specific contribution bar.
Scope vocabulary to use naturally in the abstract and introduction: AI-infused interaction, adaptive interfaces, recommender interfaces, explainable interaction, and user modeling.
Official anchor domain: iui.acm.org. Quote annual rules only after opening that source and the current-year CFP/author kit.
Close-neighbor routing guardrail
Use this profile only when the manuscript's central contribution is genuinely in intelligent
interfaces and the author can say why IUI reviewers are the primary audience, not merely a
convenient deadline.
Closest roster neighbors to compare before final routing: acm-chi-conference-on-human- factors-in-computing-systems (CHI), acm-conference-on-computer-supported-cooperative-work- and-social-computing (CSCW), acm-international-joint-conference-on-pervasive-and- ubiquitous-computing (UbiComp), acm-international-conference-on-mobile-human-computer- interaction (MobileHCI). Break ties by contribution type, evidence shape, reviewer
community, and the current official CFP from iui.acm.org.
What distinguishes this venue from its closest siblings
What IUI is. The ACM Conference on Intelligent User Interfaces — the AI×HCI intersection (adaptive, recommender, mixed-initiative UIs).
vs MobileHCI. MobileHCI centers mobile interaction; IUI centers intelligent/AI-driven interfaces — overlapping HCI siblings.
Real neighbors. CHI (broad HCI), RecSys (recommenders), UbiComp — route by AI-intelligence vs mobile-context emphasis.
IUI-specific routing detail
Prefer IUI when intelligence is embedded in the user interface: adaptive interaction, mixed-initiative systems, explainable assistance, personalization, recommender interfaces, or interactive AI behavior.
Route mobile-device interaction studies to MobileHCI, crowd workflows to HCOMP, and broad HCI systems to CHI/UIST when intelligent adaptation is not central.
IUI evidence should show user interaction with the intelligent component, model/interface coupling, usability or decision quality, explanation/failure handling, and realistic task context.
Method & evidence bar
Match the contribution type to the evidence: controlled study, field deployment, design inquiry, technical system, dataset, or theory.
Report participants, recruitment, analysis method, consent/ethics, and limitations with enough detail for HCI review.
For AI-infused interfaces, evaluate both model behavior and user experience; either alone is usually insufficient.
For IUI, the evidence must support the venue-specific signature: an intelligent-interface paper where AI behavior and user experience are jointly evaluated.
Include limitations, negative results, compute/resource reporting, data provenance, and ethics details when they affect the claim.
Structure & house style
Explain who benefits, what interaction changes, and what design knowledge the paper contributes.
Avoid treating users as a decoration for a technical system; the human evidence has to shape the claim.
Use the current official template exactly; do not guess page limits, font sizes, supplement rules, anonymity exceptions, or camera-ready requirements from old cycles.
The introduction should answer: problem, why now, what is new, why this venue, and what evidence proves the claim.
Put the strongest result in the main paper, not only in the appendix or supplement; reviewers should not have to reconstruct the contribution.
Re-check the current cycle's CFP, author kit, submission system, abstract/paper deadlines, page limits, supplementary-material rules, anonymity policy, dual-submission policy, ethics policy, AI-use policy, artifact/code/data expectations, rebuttal/author-response format, and camera-ready requirements.
Confirm the review workflow and portal: the current ACM PCS/Precision Conference author guide and contribution-type policy.
Check whether accepted papers require in-person presentation, separate registration, artifact badges, proceedings copyright, or post-acceptance release forms.
If the live official instructions conflict with this skill, the official instructions win.
Pre-submission self-check
One sentence states why this manuscript belongs at IUI, using the venue's scope rather than generic "top conference" language.
The claim is calibrated to the evidence: no broader than the datasets, proofs, systems, user studies, deployments, or threat model support.
Related work includes the nearest current-cycle intelligent interfaces papers and explains the technical delta.
The paper satisfies the current official template, anonymity, ethics, artifact, and rebuttal requirements.
The main paper is self-contained enough for reviewers to evaluate novelty and correctness without hunting through external links.
Common desk-reject triggers
Underpowered or poorly matched user study for an ambitious design claim.
Novel interface demo without contribution to interaction knowledge.
Ethics, accessibility, or community context handled superficially.
Formatting, anonymity, dual-submission, external-link, or supplement violations under the current-year policy.
A contribution framed for a neighboring field while giving IUI reviewers too little technical or empirical substance.
Re-routing decision
If the paper misses IUI's bar, compare against acm-chi-conference-on-human-factors-in-computing-systems / acm-symposium-on-user-interface-software-and-technology / acm-conference-on-computer-supported-cooperative-work-and-social-computing / ieee-visualization-conference. Re-route based on contribution type, not prestige: theory to a theory venue, systems to a systems venue, application-heavy work to a domain venue, and early ideas to workshops or shorter tracks when the official CFP supports them.
Output format
[Fit] High / Medium / Low (one-line reason)
[Target] ACM Conference on Intelligent User Interfaces (IUI)
[Contribution type] algorithm / theory / system / dataset / benchmark / empirical / design / security / other
[Main evidence gap] <single most important missing proof, experiment, study, artifact, or policy check>
[Official items to re-check] CFP / author kit / deadline / format / anonymity / ethics / AI-use / artifact / rebuttal / camera-ready
[Top rejection risk] <venue-specific risk>
[Re-route suggestion] <better-matched conference or journal if not a fit>
