CFP IUI 2024

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ACM Conference on Intelligent User Interfaces (ACM IUI) 2024 is the 29th annual premiere venue, where researchers and practitioners meet and discuss state-of-the-art advances at the intersection of Artificial Intelligence (AI) and Human-Computer Interaction (HCI). Ideal IUI submissions should address practical HCI challenges using machine intelligence and discuss both computational and human-centric aspects of such methodologies, techniques and systems.

In addition to traditional IUI themes, we add this year a new theme of Large Language Models (LLMS) for the people. As LLMs become more powerful and more accessible, end users can interact with them in various ways and a wide variety of new applications become feasible. This raises new research questions regarding the interaction between users and generative AI models, including the design of new interactions and intelligent systems, when to trust systems powered with LLMs, fairness in LLMs, studying the effect of such models on people’s work and aligning user expectations with model capabilities.
As always, contributions to IUI are expected to be supported by rigorous evidence appropriate to the claims (e.g., user study, system evaluation, computational analysis). Contributions are welcome from all relevant arenas, including academia, industry, government, and non-profit organizations. We strongly believe that diverse insights are critical to the vitality of the IUI community and the conference will accept papers for both long and short oral presentations.

** Topics **

IUI topics of interest include, but are not limited to:

- Usable Large Language Models and Generative AI
* End-user interaction with LLMs and Multimodal models (e.g., chatbots, image generation)
* LLMs in the workplace
* Trustworthy LLMs
* Bias in LLMs
* The effects of LLMs use on creative tasks
* Personalized user interaction with LLMs
* Prompt Engineering
* User control and steering of LLMs (e.g. RLHF)

- Human-centered AI methods, approaches, and systems
* Explainable AI methods
* Democratization of AI
* Persuasive technologies in IUI
* Privacy and security of IUI
* Knowledge-based approaches to user interface design and generation
* User modelling for intelligent interfaces
* User-adaptive interaction and personalization
* IUI for crowd computing and human computation

- Computational innovation
* Interactive machine learning
* Human-in-the loop AI testing and debugging
* Human-centered recommendation and recommender systems
* Human-in-the-loop reinforcement learning
* Intelligent user interfaces for generative AI

- Innovative User Interfaces
* Affective interfaces
* Intelligent aesthetic interfaces
* Intelligent collaborative interfaces
* Intelligent AR/VR interfaces
* Intelligent visualization and visual analytics
* Intelligent wearable and mobile interfaces
* Intelligent tangible interfaces

- Intelligent Multimodal Systems
* Embodied agents
* Multimodal AI assistants
* Intelligent multimodal interfaces

- Evaluations of Intelligent User Interfaces
* User experiments and studies
* Reproducibility (including benchmarks, datasets, and challenges)
* Meta-analysis
* Mixed-methods evaluations

- Applications IUI
* Education and learning-related technologies
* Healthcare and wellbeing
* Automotive
* Assistive technologies
* Entertainment
* Workplace happiness
* Social media
* Information retrieval
* Internet of things (IoT)
* Smart cities
* Generative AI

** Papers **

We invite original paper submissions that are not under consideration elsewhere. This year, there is no page limit on the papers (however, we strongly encourage authors to not exceed 10,000 words) and no formal distinction between long and short papers will be made. However, we expect the paper length to be commensurate with the scientific values and contribution of the work. Authors of papers that exceed 12,000 words should add a note at the end of their manuscript explaining how the length of the paper is commensurate with the contribution of the work.

Accepted papers will appear in the ACM Digital Library and citation indices. A selected set of accepted top quality full papers will be invited to submit their extended versions for publication in an ACM Transactions on Interactive Intelligent Systems (TiiS) special issue titled "Highlights of IUI 2024" that will appear in 2025.

All accepted papers will be invited for oral presentation as part of the main conference program. Additionally, all authors of accepted papers are invited to present a poster of their work during the poster session.

** Highlights of this year **

We also encourage authors to discuss potential ethical considerations of their work; aspects pertaining to current societal issues; diversity, inclusion, and equality; and other topics under the broad responsible AI topic.

Reflection of practical and societal impact

  *   We encourage authors to consider practical and societal implications of their work (as well as its shortcomings) throughout their projects and to include a reflection on those implications in their papers, in particular how the proposed methods and insights could be applied and deployed in a realistic setting and how they can improve people's lives in the real world.

  *   We also encourage authors to discuss potential ethical considerations of their work in terms of diversity, inclusion, and equality; and other topics under the broad responsible AI topic and its societal impact. We recognize that technology is rarely neutral --- simply by making some things easier than others, it reshapes society (Winner, 1980; Green, 2020). Further, given the incredibly short invention-to-application cycles for AI-related technologies, it is becoming increasingly unlikely that “somebody else” will carefully consider how an emerging intelligent user interface technology might impact the world before this technology is deployed. Because it is often difficult to anticipate the cumulative or indirect impacts of an invention, we provide a few concrete suggestions to consider throughout the research process and for reflecting on one’s work at the end.

  *   Our purpose is to help authors ensure that the likely societal consequences of their work are consistent with their intentions and values. For colleagues who are not yet experienced with incorporating societal impacts into their IUI research but who are willing to give it a try, we prepared some simple ideas to consider.

** Submission instructions **

Important dates

  *   Abstract submission- Oct 2th, 2023
  *   Full Submission - Oct 9th, 2023
  *   Initial decisions released - Dec 14th, 2023
  *   Rebuttal period (by invitation only)- Dec 14th-20th, 2023
  *   Notifications sent - Jan 5h, 2024
  *   Camera Ready submission - Jan 25th, 2024


  *   All materials must be submitted electronically to PCS 2.0 by the abstract and paper deadline.

  *   In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track select "SIGCHI", "IUI 2024" and "IUI 2024 Papers", respectively, and press "Go".


  *   ACM IUI uses a double-blind review process. All submissions (and supplemental materials) must be appropriately anonymized according to the following guidelines:
     *   Authors’ names and affiliations are not visible anywhere in the paper.
     *   Acknowledgements should be anonymized or removed during the review process.
     *   Self-citations should be included where necessary but must use the third person. For example, "... as shown in our previous user study [2] ... " is not allowed, whereas "... as shown in Smith et al. [2] " is acceptable (because in this case the citation [2] will NOT be perceived as self-citation).

  *   Failure to follow these guidelines may result in submissions being desk rejected without review.
  *   Authors should also be aware of the SIGCHI Policy for Submission and Review at SIGCHI Conferences.


  *   Authors are asked to make their paper submissions accessible (so that reviewers with vision impairments can access them, for example). The authors of accepted papers will be required to make their final PDFs accessible. Please use the SIGCHI Guide to an Accessible Submission for detailed instructions.
  *   If you are submitting a video as supplemental material, please provide captions, as described in Technical Requirements and Guidelines for Videos.

  *   Please refer to the Accessibility page for further details and guidelines.

Submission format and length

  *   We will adopt the ACM TAPS Workflow.

  *   Prepare your submission for review in a single column format, using the latest templates: Word Submission Template, or the LaTeX template using \documentclass[manuscript,review,anonymous]{acmart} for the LaTeX template.

  *   Papers are of variable length. Paper length must be based on the weight of the contribution. We encourage authors to stay within a 10,000 word limit. Authors of papers exceeding 12,000 words should add a note at the end of their manuscript explaining how the length of the paper is commensurate with the contribution of the work.

Supplemental materials

  *   Submitting supplemental material (e.g. questionnaires, demo videos of applications, data sheets) is optional but encouraged.

  *   If supplying a demo video, please follow the SIGCHI Technical Requirements and Guidelines for Videos.

Additional Policies

  *   As a published ACM author, you and your co-authors are subject to all ACM Publications Policies, including ACM's new Publications Policy on Research Involving Human Participants and Subjects.

Program Chairs
* Dorota Glowacka, University of Helsinki
* Denis Parra, PUC Chile
* Ofra Amir, Technion - Israel Institute of Technology



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