๐ Huge thanks to all who joined us in Cagliari for the Adaptive XAI 2025 Workshop, on March 24th.
We explored tailored, human-centred #AI explanations, from LLMs to ethics & interaction design.
Hosted by #TANGOproject at #IUI2025 ๐ง
#XAI #ExplainableAI #HumanCenteredAI #FAIR #RAIUK #TASHub
Check out our summary of the HAI-GEN workshop at #IUI2025! We talked about agents and agency, multimodal sensory experiences, the convergence between GenAI and XR, and more!
medium.com/human-center...
Teaser figure showing our study prototype for visual data preparation and analysis, with a Data Attributes View on the left (showing the list of data attributes of an uploaded dataset), a Data Records View in the center (showing summary statistics and individual records for an attribute), and a Guidance Panel to request guidance (in the form of data attribute recommendations to shortlist) on the right.
โDo peopleโs perception & utilization of guidance change during analysis if they know its source, e.g., if it came from ๐คAI, ๐งHuman Expert, or ๐งโ๐คโ๐งGroup of Human Analysts?
โจThrilled to share our new #iui2025 paper, presented last week at ACM IUI in Cagliari, Italy.
(1/6)
Our paper received an ๐Honorable Mention Award๐ at #IUI2025!
Again a huge thank you to my amazing co-authors Thulasi Tholeti, Resmi Ramachandranpillai, PhD, Mahammad Ali, Toby Jia-Jun Li, and Ricardo Baeza-Yates and the IUI community!
Our work was a collaboration with the amazing team of Northeastern University and Notre-Dame with Thulasi Tholeti, Resmi Ramachandranpillai, Muhammad Ali, Toby Jia-Jun Li, and Ricardo Baeza-Yates and was funded by the Notre-Dame-IBM Ethics lab #AI #LLMs #BiasInAI #InclusiveAI #IUI2025
We give advice on building user models that inform:
1๏ธโฃ the introduction of timely and beneficial customisations
2๏ธโฃ interventions for struggling users
3๏ธโฃ the design of adaptive dashboards that balance user-driven customisation with system-driven personalisation
#iui2025
Short-term customisations enhance dashboard usability but only when engagement is meaningful and not exploratory. Ephemeral interactions (<5 secs) are detrimental for usability and may increase cognitive load. Customisation should be handled with care. OK, but how? #iui2025 doi.org/10.1145/3708...
While we have learnt that usability is predictable through interactive behaviour, we explore whether short-term customization of dashboards is a promising avenue to address usability problems. We'd like to answer: is it worth encouraging the use customisations? The answer is 'yes but...' #iui2025
Just landed in Cagliari! ๐ Tomorrow's the big dayโAXAI Workshop is almost here. We've just uploaded the camera-ready papers of all accepted contributions. Check them out here: https://axai.trx.li/accepted-papers/ #AXAI #XAI #IUI2025
๐ Are you getting ready for #IUI2025?
Start your week healthy by joining HealthIUI on Monday!
๐ Program & speaker lineup: healthiui.github.io/2025/
๐ Learn more about the workshopโs scope: dl.acm.org/doi/10.1145/...
๐ข Excited to announce the accepted papers for #AXAI2025! From digital twins and emotion recognition to LLM-powered explanations and adaptive interfaces - join us in Cagliari to explore the future of explainable AI. Check out the full list: https://axai.trx.li/accepted-papers/ #IUI2025
Slides with the photos of the two keynote speakers Giulio Jacucci and Marianna Obrist next to each other with their talks' titles below. Giulio's reads "hybrid and affective interactions in the genAI-XR convergence" and Marianna's reads "human-AI interaction: a multisensory perspective".
๐ฃ Excited to announce that Giulio Jacucci and Marianna Obrist will be giving the keynotes at our "HAI-GEN" workshop on Human-AI Co-Creation with Generative Models at #IUI2025!
๐ More info here: hai-gen.github.io/2025/program/
@ossimokryn.bsky.social, @wernergeyer.bsky.social
#IUI #HCI #CHI #AI
We just extended the submission deadline for the HAI-GEN workshop at #IUI2025. Please submit your work by Fri Jan 24, AoE!
hai-gen.github.io/2025/
@ossimokryn.bsky.social, @wernergeyer.bsky.social
๐ Deadline Extension!
AXAI Workshop @ ACM IUI 2025 submissions now due Jan 15th AoE.
Still time to contribute to shaping adaptive & explainable AI interfaces!
Submit at: https://cmt3.research.microsoft.com/AXAI2025/
More info: https://axai.trx.li
#XAI #HCI #IUI2025
๐ฅ Happy New Year from the Adaptive XAI Workshop organizers!
As we begin 2025, a friendly reminder: Just 10 days left to submit your work! Deadline: Jan 13, 2025
Join us at #IUI2025 in Sardinia to shape the future of explainable AI ๐
Details: https://axai.trx.li
#HCI #AI
๐ Season's Greetings from the Adaptive XAI Workshop organizers!
As we wrap up 2024, a friendly reminder: Just 2 weeks left to submit your work! Deadline: Jan 13, 2025
Join us at #IUI2025 in Sardinia to shape the future of explainable AI ๐
Details: https://axai.trx.li
#XAI #HCI #AI
Box with title "HAI-GEN Workshop at IUI 2025" and a badge saying "Deadline Jan 22" on a violet-pink background image of a fantasy landscape. The box also lists two questions: How do we design, implement, and evaluate intent-based co-creative experiences that enhance human creativity? How can we leverage generative AI for positive & effective co-creative user experiences? The bottom line of the box says: Spotlight Topic: "Agents & Agency in Human-AI Co-Creation"
๐ฃ Join our 6th "HAI-GEN" workshop on Human-AI Co-Creation with Generative Models at #IUI2025!
๐ Submit a paper, demo or poster by Jan 22: hai-gen.github.io/2025/
with: @ossimokryn.bsky.social, @wernergeyer.bsky.social, Orit Shaer, Justin Weisz, Lydia Chilton, Mary Lou Maher
#IUI #HCI #CHI #AI
๐ Exciting news! The Adaptive XAI Workshop is back for its second edition at #IUI2025 in Cagliari, Sardinia ๐ฎ๐น.
๐
March 24, 2025
๐ Submissions open until Jan 13, 2025
Focusing on tailored AI explanations and intelligent interfaces. Join us! ๐
๐ axai.trx.li
#AI #XAI #HumanCentricAI #HCI
Box with title "HAI-GEN Workshop at IUI 2025" and a badge saying "Deadline Jan 22" on a violet-pink background image of a fantasy landscape. The box also lists two questions: How do we design, implement, and evaluate intent-based co-creative experiences that enhance human creativity? How can we leverage generative AI for positive & effective co-creative user experiences? The bottom line of the box says: Spotlight Topic: "Agents & Agency in Human-AI Co-Creation"
๐ฃ Join our 6th "HAI-GEN" workshop on Human-AI Co-Creation with Generative Models at #IUI2025!
๐ Submit a paper, demo or poster by Jan 22: hai-gen.github.io/2025/
with: Orit Shaer, Justin Weisz, @wernergeyer.bsky.social, Lydia Chilton, @ossimokryn.bsky.social, Mary Lou Maher
๐ฃ We're back! Join our 6th "HAI-GEN" workshop on Human-AI Co-Creation with Generative Models at #IUI2025!
๐ Submit a paper, demo or poster by Jan 22: hai-gen.github.io/2025/
with: Orit Shaer, Justin Weisz, Werner Geyer, Lydia Chilton, Osnat Mokryn, Mary Lou Maher
