Sayan Ranu
@SayanRanu
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Associate Professor in CS@IIT Delhi. Interested in Machine learning for graphs. Hobbies: Cricket, fitness, Traveling.
New Delhi, India
Joined July 2022
We are conducting a survey as part of an ongoing project on the explainability of GNNs. We aim to explore which form of explanation—textual descriptions or visual subgraphs—is more intuitive from the perspective of non-experts. Please participate!.
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Excited to attend @iclr_conf !. We'll present 3 works. 1. Graph Condensation (. 2. Algorithm discovery ( at DL4C workshop. 3. Fusing GNN models ( at Neural Network Weights workshop. #ICLR25.
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RT @nipun_batra: 🚀 Excited to host the @Indiaacm Summer School 2025 on AI for Social Good at IIT Gandhinagar @iitgn (June 2–13)!. Website….
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RT @roydanroy: Oooooh. A rebuttal acknowledgment! I feel so special! Someone clicked a button!.
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Tonight we celebrate Dr. @sahim1992! Super proud to witness your journey from student to scholar. The world is ready for your brilliance!
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RT @cseiitd: CSE IITD is now officially on X! 🎓 Follow us for updates on research, events, faculty achievements, and academic opportunities….
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Bonsai will appear at @iclr_conf!. Most works on graph condensation are a "scam." What's the point if condensation requires full dataset training anyway?. Bonsai provides the much-needed course correction!. PDF & Code: @500kmph @haribamsuri #ICLR2025.
Graph distillation compresses massive graph datasets into tiny versions that train GNNs as effectively as the original. But current methods have a huge problem. They require training on the full data first—which defeats the whole purpose!. Enter Bonsai(.
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Honored and humbled to receive the ACM India Early Career Researcher (ECR) 2024 Award, Honorable Mention.
🎉 ACM India ECR Award 2024.🏆 Winner: Dr. Arkaprava Basu (IISc) for breakthroughs in memory management for GPUs/CPUs. 🎖️ Honorable Mention: Dr. Sayan Ranu (IIT Delhi) for pioneering graph ML applications. 💡 Recognizing early-career innovators in computing!.👏 Congrats!
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Excited to announce that FUGAL (Feature-fortified Unrestricted Graph Alignment) will be presented at @NeurIPSConf today!. 📍 West Ballroom A-D, Booth #5900.🗓️ Dec 11th, 4:30 p.m. PST — 7:30 p.m. Let's chat if you're at NeurIPS! 💬. @VNSAditya2002 @DavideMottin .#NeurIPS2024
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Excited to share that our work on explaining GNNs is being presented at @NeurIPSConf today!. Catch us at:.🗓️ When: 11 a.m. - 2 p.m. PST.📍 Where: East Exhibit Hall A-C, Booth #3107.Come by to chat! 💬. with @sourav_medya @Armagaan7 @ManthanDalmia .#NeurIPS2024
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RT @chaitjo: The LoG New Delhi meetup is under way at IT Delhi @YardiScAI - amazing venue and organisation!. #LoGNewDelhi @LogConference h….
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RT @ShuiwangJi: @iclr_conf All ICLR AC/SAC/Chairs: Please ignore all reviews and scores with no response after author rebuttals.
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RT @j_foerst: Dear reviewers, please engage. Dear ACs, please remind the reviewers to engage. Thank you everyone!.
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RT @iclr_conf: 🗣️ ICLR response period ends soon -- remember to check author responses, ask follow-up questions, and revise scores. Revie….
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Come attend LOG meetup at IIT Delhi on 26th November. If you work on graph ML or interested in this area, this is the place to be! 🤓🤖 Register at #GraphML #IITDelhi #MachineLearning. @srikidambi @haribamsuri @YardiScAI.
A recap of our 14(!) LoG2024 Meetups:. 🇺🇸 Stanford.🇳🇱 Amsterdam.🇬🇧 Oxford .🇺🇸 New York .🇮🇳 New Delhi .🇨🇦 Vancouver .🇺🇸 Phoenix .🇩🇪 Aachen .🇳🇴 Tromsø.🇫🇷 Paris .🇨🇳 Kunshan .🇮🇱 Tel Aviv .🇮🇹 Siena .🇸🇪 Uppsala.
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BONSAI 🌿fixes this fundamental paradox. Here's how:.* Mimics input space (not gradients).* Runs on CPU.* Works for ANY GNN!. What you get:.* Train on single-GPU machines.* Cut computation time.* Reduce carbon emissions. @500kmph, @haribamsuri
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