🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

The draft program for #UMAP2025 is out and ready for you to be explored 🤠 Take a look at the **AMAZING** lists of keynote speakers (Francesca Rossi and Alexander Tuzhilin), workshops, tutorials, and accepted papers (still to be completed 🫠) #nyc #usermodeling #personalization

Are you ready to play with us?🎲 Our tutorial D&D4Rec, short for "Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho", has been accepted at #RecSys2025 (ACM RecSys) 🥳🥳 More details in the thread 🧵👇

Our City-Networks dataset is now accessible on PyTorch Geometric! 🏙️🏙️ pytorch-geometric.readthedocs.io/en/latest/gene… pip install git+github.com/pyg-team/pytor… from torch_geometric.datasets import CityNetwork dataset = CityNetwork(name='paris',root='/.')[0]

⏰REMINDER: #CIKM2025 abstract deadline for Full & Applied Research papers is May 16th (Anywhere on Earth)! We look forward to receiving your work. Visit cikm2025.org for submission guidelines and details.

🚀 CFP Alert! The Call for Papers for the 1st Workshop on Data Quality-Aware Multimodal Recommendation at #RecSys2025 is now online! 🎯 Focus: Data quality & bias in multimodal recommender systems 📅 Deadline: July 10, 2025 🌐 shorturl.at/a8Hqq ACM RecSys #MultimodalAI

Excited to announce Relational Foundation Models, moving supervised Relational Deep Learning into the in-context learning setting: ✅On-the-fly training-free predictions ✅Impressive out-of-the-box performance Paper: shorturl.at/M6ciN Try For Free: kumorfm.ai

The Graph Attention Network (GAT) update equation in matrix form! (instead of the node-wise eq. in the original paper) Big thanks to Petar Veličković :) Find the complete text in this elucidation: researchgate.net/publication/37…

If you got so-and-so reviews at #RecSys2025 ACM RecSys (we've all been there, don't worry 🙂), and work in #data #quality #multimodal #recsys, we want to hear from you 🗣️ Cc: Claudio Pomo Alberto Carlo Maria Mancino Dietmar Jannach Yubin @Google Next25 Julian Mcauley Alessandro B. Melchiorre Shah Nawaz

Are you currently studying #multimodal #recommendation, and you're interested in its pitfalls regarding the #quality of multimodal #data? Consider submitting to #DaQuaMRec DaQuaMRec@RecSys2025, held with ACM RecSys #RecSys2025 😎 We're now taking submissions through EasyChair!!

I’m very happy to share I’ve been nominated among the outstanding #reviewers at #KDD2025 in the #research track 😀 🎉 Besides the great sense of responsibility to the community, reviewing also teaches you how to become a better judge of your work through others’ works 🙂

#UMAP2025 is just around the corner 😍🗽 Get ready with us and take a look at our conference program 📅 um.org/umap2025/progr… (more in the thread 👇) And you, have you reached #NYC?? The organizing chairs are ready to welcome you in the wonderful conference venue 🤗 (1/5)

Wakey-wakey #UMAP2025 attenders ⏰⏰ Time to start off the conference with an already-amazing day #1 😍🗽 The program will be dedicated to some of the #workshops and #tutorials, along with #DC presentations!! Are you are going to present/attend?? We want to hear from you🤗

Some photos from the morning sessions today at #UMAP2025 📸 If you're taking some photographs of the conference, please share them with us and tag us in your posts 😍 We want to experience the event through your perspective 😎 #usermodeling #personalization #nyc

Submission deadline is approaching for #DaQuaMRec, the 1st International WS on #Data #Quality-Aware #Multimodal #Recommendation at #RecSys2025 ACM RecSys!! 👉 We're in contact with the EiC of ACM TORS for the proposal of a SI regarding similar (and broader) topics... stay tuned!

Good morning #UMAP2025 👋 First full conference day starting with a keynote by Francesca Rossi from #IBM, then more on fairness, transparency, explainability, and the industry track with a keynote by Chen Zheng from #Roblox 🚀 Last but not least, the conference reception 😍

Some photographs from yesterday's happy hour at #OWO 🌆 and today's morning sessions 📸 Keep posting with the hashtag #UMAP2025 😀 We're super happy to see you're enjoying the conference!!

New day, same **amazing** #UMAP2025 program 😍 After the keynote speech by Alexander Tuzhilin, we'll feature the poster madness, then sessions on recommender systems, human factors in personalization, and user modeling 👩‍🏫 Sweet ending with the social dinner 🧑‍🍳

Traditionally, at the conference dinner, we celebrate the UMAP community in an award ceremony 🏆 ✨ For those of you who missed it 😢, here is a quick recap of this year's winners…

🥱 Good morning NYC, for the last time! 🥺 ... but, #UMAP2025 is not done yet! 🤩 Today we discuss interaction and adaptive UI, applications in learning and education, along with more workshops and tutorials Now, tell us your guesses for #UMAP2026's location 🤩

It has been a pleasure serving as a publicity chair at #UMAP2025 ❤️ Thanks a lot to the GCs Cristina Conati Lucio Narducci Gaetano Rossiello for choosing us 🙏 Thanks to my amazing publicity colleagues Lien Michiels Alain Starke 🦙 and Sofie Goethals and to all the other chairs 😍