@steveazzolin

ELLIS PhD student @ UNITN/UniCambridge || Prev. Visiting Research Student at UniCambridge || Prev. Research intern at SISLab

steveazzolin.github.io/
Joined January 2014
  • Tweets120
  • Following331
  • Followers281
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🚨 New ICLR paper🚨 We found that: 😨Self-Explainable graph models can produce fabricated explanations 😱These can go undetected Why is this important? Explanations can conceal malicious behavior: handle them with care!
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Next week at @icmlconf in Seoul! @LachiVeronica and I will be in Hall A, #2308 on Tuesday presenting our work "Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution". Come say hi! 📄 Paper: lnkd.in/e48W6BY4
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Heading to @imperialcollege to present our latest work on🌟graph explanations that do not explain🌟 Seminar starts at 16 BST Link: xaiseminars.doc.ic.ac.uk/ Paper: arxiv.org/pdf/2601.20815
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Steve Azzolin retweeted
Andrea Pugnana@ingenuobayesMay 18
📢The submission link for the fourth edition of the Hybrid Human-Machine Learning and Decision Making (HLDM’26) - co-hosted by @toniwuest, @cc_jalvarez, @andrea_whatever, @annamonreale and @KatyaTentori - is up and running! 📢 Deadline: 7 June 2026 1/2
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🪧 In a follow-up paper, we extended this work from attitudes to actions. Using two pre-registered experiments (~15k participants), we showed that conversational AI can persuade people to sign real petitions and donate money to charity.
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Steve Azzolin retweeted
Andrea Pugnana@ingenuobayesMay 4
Finally, on Tuesday @LachiVeronica will also present another ongoing project studying whether GNNs are truly calibrated. This is a joint work with @franciferrini_ @AntonioLonga94 @andrea_whatever @barbera_cesare and Manfred Jaeger. :) openreview.net/forum?id=FHsE…
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If you're into calibration, check this out
Cesare Barbera@cesbar99May 4
Hi all! Today I will be presenting our work on Local Multiclass Calibration at #AISTATS26 ! Come check our poster #107! Paper link: openreview.net/forum?id=atUX…
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@iclr_conf
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To address the issue: 👉We introduce a robust detection metric that reliably spots these fake explanations
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To be presented at poster session 4 (P4-#4012), Fri 24, 3:15 pm 🇧🇷. Full paper: openreview.net/forum?id=HBcg… w @looselycorrect @andrea_whatever @SagarMa98786413 @brulepri
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Andrea Pugnana@ingenuobayesMar 16
Excited to share that I will co-organize with @toniwuest, @cc_jalvarez, @andrea_whatever, @annamonreale and @KatyaTentori the fourth edition of the Hybrid Human-Machine Learning and Decision Making (HLDM’26) @ECMLPKDD in Naples. 👇 1/2
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📢 LoG 2026 Organizer Recruitment We are recruiting new organizers to help support the Learning on Graphs 2026 conference and community. Apply here: 🔗 forms.gle/XX2KWe98YJQc8Prn7 🗓 Deadline: March 16 Please share with anyone in the graph learning community who may be interested!
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My PhD student & I are studying if XAI heatmaps really help humans understand what AI "sees" in image classification. It takes max 10 min, fully anonymous, no login. Help us improve explainable AI — just a few clicks! emirhanbilgic.github.io/web_… Thanks! #XAI #AI #Computervision
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The conference may be over, but the LOG community never slows down 🧑‍💼🌍 Join us at upcoming meetups worldwide: 🇳🇴 Tromsø 🇮🇳 Gandhinagar 🇮🇹 Pisa 🇫🇷 Paris 🇧🇷 São arlos 🇮🇳 New Delhi
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I’m not crying, I just got a concept in my eye
Stefano Teso@looselycorrect28 Dec 2025
Good news everyone! This year we will be organizing a workshop on Unifying Concept Representation Learning at ICLR'26! The workshop is about unifying ideas and techniques from #NeSy AI, #XAI and #Causal representation learning. Have a look at the CfP!
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Join us at LoG 2025 (Dec 10–12)! 🗓️Keynotes on graph learning & geometry from Aditi Krishnapriyan (Day1⃣), Haggai Maron (Day2⃣), Michael Galkin & Melanie Weber (Day3⃣) — from molecular ML to neural artifacts & graph foundation models. Register now: logconference.org/register/
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Steve Azzolin retweeted
ICLR@iclr_conf27 Nov 2025
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📢 Now that we have an in-person LoG, why are we still supporting meetups? 👉 Meetups keep the community alive all year round, beyond the main event 👉 They give the community more chances to connect locally and inclusively 👉 They complement—not compete with—the in-person LoG
Learning on Graphs Conference 2026@LogConference30 Oct 2025
📢News about our Call for Local Meetups 🚉 To favor commuting, 3-day events are now allowed 🗓️ Deadline extended to 30th November See logconference.org/call-for-m… for details

Learning on Graphs Conference

logconference.org
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🚀 The LoG 2025 volunteer application is open! Give 2 hours → get FREE conference registration. Connect with researchers worldwide and help make LoG 2025 welcoming and successful. 🌍🤝 Apply now ➡️ forms.gle/R9AG7c6raTxJ2Kix7 #LoG2025 #Volunteer #AI #ML
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📢LoG 2025 Registration📢 👤 Venue: Arizona State University, Phoenix, AZ 🚨 For each accepted paper/tutorial, at least one author must attend in person: logconference.org/cfp/#atten… 🔗 Registration details: logconference.org/register/
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