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Giulia Guidi

@giulsguidi.bsky.social
91 followers 52 following 31 posts

Cornell CS Assistant Prof | LBNL Affiliate Faculty | UC Berkeley PhD | ALPS Lab | Dogs, Skis, Pottery | she/her giuliaguidi.github.io

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Giulia Guidi @giulsguidi.bsky.social · 30/09/2026
Dogs >>>>>>>
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Giulia Guidi @giulsguidi.bsky.social · 30/09/2026
ICS is launching its 1st Junior Program Committee! 🔥 Early-career researchers new to the ICS PC can gain hands-on #HPC and #CompArch reviewing experience, guided by senior researchers. Please nominate yourself by Oct 15, 2026 👇 docs.google.com/forms/d/e/1F... #ICS27 #SIGARCH @sighpc.bsky.social
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Giulia Guidi @giulsguidi.bsky.social · 30/09/2026
I'm serving as Program Co-Chair for @acm.org ICS 2027 alongside Daniel Wong and I’m excited to share that the Call for Papers is now open! 🔥 Paper submission deadline is December 7, 2026. 👇 klab-ai3.github.io/ics2027/call... #HPC #ICS27 #CompArch #CallForPapers #SIGARCH @sighpc.bsky.social
klab-ai3.github.io
Call for Papers • ACM International Conference on Supercomputing
The ACM International Conference on Supercomputing (ICS) is a premier forum for presenting research in high-performance computing, systems, architectures, ap...
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Giulia Guidi @giulsguidi.bsky.social · 21/09/2026
Yifan Li is going to present our recent work titled "Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale" at the #Sys4Health Workshop at #SOSP 2026! Preprint: www.biorxiv.org/content/10.6... LinkedIn post: lnkd.in/dahXztbu Code: github.com/CornellHPC/M...
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Rob Patro @robp.bsky.social · 19/09/2026
That magical feeling when you’ve submitted a @biorxivpreprint.bsky.social preprint and you’re awaiting screening so you can share the work with everyone. BioRxiv preprint screening is like “stochastic Christmas morning” 🤣.
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Giulia Guidi @giulsguidi.bsky.social · 19/09/2026
Nina going at her brother 😅
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Giulia Guidi @giulsguidi.bsky.social · 17/09/2026
I'm really looking forward to visiting @inf.usi.ch in less than a month! I'll be talking about our recent work Mikado: www.biorxiv.org/content/10.6... #HPC #SparseLinearAlgebra #Genomics #PopulationGenetics #GenotypeRepresentationGraph
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Reposted by Giulia Guidi
arXiv cs.DC Distributed, Parallel, and Cluster Computing @csdc-bot.bsky.social · 24/03/2026
Julian Bellavita, Lorenzo Pichetti, Thomas Pasquali, Flavio Vella, Giulia Guidi: Communication-Avoiding SpGEMM via Trident Partitioning on Hierarchical GPU Interconnects arxiv.org/abs/2603.21444 arxiv.org/pdf/2603.21444 arxiv.org/html/2603.21444
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arXiv cs.DC Distributed, Parallel, and Cluster Computing @csdc-bot.bsky.social · 22/04/2026
Yifan Li, Giulia Guidi: Ocean: Fast Estimation-Based Sparse General Matrix-Matrix Multiplication on GPU arxiv.org/abs/2604.19004 arxiv.org/pdf/2604.19004 arxiv.org/html/2604.19004
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arxiv cs.DS @arxiv-cs-ds.bsky.social · 28/08/2026
Aaron Li, Yifan Li, Drew DeHaas, Giulia Guidi Cheaper by the Batch: Shared Traversal for Genotype Graph Editing arxiv.org/abs/2608.26488
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Giulia Guidi @giulsguidi.bsky.social · 16/09/2026
Books from the 1400 at the Biblioteca Malatestiana! 😱
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Rob Patro @robp.bsky.social · 16/09/2026
Look at Giulia, continuing to kick ass and take names (and she's almost out of names)! Congrats!
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Giulia Guidi @giulsguidi.bsky.social · 16/09/2026
I’m thrilled and honored to receive this year’s IEEE #TCHPC Early Career Award. A super thank you to everyone in the ALPS Lab, as well as to my mentors and collaborators! #HPC #SparseLinearAlgebra #IEEE #ParallelComputing #BiomedicalResearch
cs.cornell.edu
Guidi selected for 2026 IEEE TCHPC Early Career Award
In recognition of her efforts to advance techniques that expand large-scale computation capabilities for data analysis and the life sciences, Giulia Guidi, assistant professor of computer science in t...
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Giulia Guidi @giulsguidi.bsky.social · 15/09/2026
I see sparse matrices in Cesena with David Keyes #HPC #SparseLinearAlgebra #ScalPerf26
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GeneticsPapers @asimresearcher.bsky.social · 14/09/2026
Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale www.biorxiv.org/content/10.64898/20…
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Reposted by Giulia Guidi
April Wei @aprilwei.bsky.social · 14/09/2026
New preprint from our collaborators @giulsguidi.bsky.social, and her PhD students Yifan Li and Qingyao Sun, which enabled GRG-based statistical genetics across different computer architecture🔥. So the practical win for GRG users: you can pick the matvec backend to best leverage your machine &task.
biorxiv.org
Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale
Biobank-scale genomic analyses are increasingly constrained by computational costs, as hundreds of thousands to millions of samples and variants must be analyzed together. The genotype representation ...
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Reposted by Giulia Guidi
bioRxivpreprint @biorxivpreprint.bsky.social · 12/09/2026
Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale www.biorxiv.org/content/10.64898/20…
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bioRxiv Genomics @biorxiv-genomic.bsky.social · 12/09/2026
Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale www.biorxiv.org/content/10.64898/20…
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AJ Lauer @ayjaylauer.bsky.social · 17/11/2025
Wise words from @giulsguidi.bsky.social while talking about her career story at the #SC25 @womeninhpc.org workshop: "Your path keeps evolving as you meet the right people" and "if in doubt, yet a dog. Or two." ❤️🦮
Giulia Guidi speaking at the Women in HPC workshop at SC25.
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April Wei @aprilwei.bsky.social · 12/04/2026
Very proud to share our new work on General, orders-of-magnitude faster whole-genome analysis with genotype representation graphs (GRG). We topped ourselves in this one 🚀 and made GRG a practical foundation for biobank-scale population and statistical genetics. www.biorxiv.org/content/10.6...
biorxiv.org
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Giulia Guidi @giulsguidi.bsky.social · 13/09/2026
I’m really excited and grateful to receive an NSF CAREER Award! More here: www.linkedin.com/posts/cornel...
linkedin.com
Congratulations to Giulia Guidi, assistant professor of computer science at Cornell Bowers, on receiving a National Science Foundation (NSF) CAREER Award for her innovative research advancing… | Corne...
Congratulations to Giulia Guidi, assistant professor of computer science at Cornell Bowers, on receiving a National Science Foundation (NSF) CAREER Award for her innovative research advancing large-sc...
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Giulia Guidi @giulsguidi.bsky.social · 13/09/2026
Two months ago, Yifan Li won the Best Poster Award at ICS 2026 for “Faster Biobank-Scale Analysis Through Sparse Linear Algebra.” I promised more soon, and here it is! 🧵
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Giulia Guidi @giulsguidi.bsky.social · 06/03/2025
I would like to thank SIAM CSE for the best picture of my life (so far)
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Vivek Bharadwaj @vivek-bharadwaj.com · 27/02/2025
I'll be at SIAM CSE25 next Tuesday talking about optimizing CUDA kernels for chemistry foundation models - stop by MS82 and the rest of @giulsguidi.bsky.social's minisymposium! meetings.siam.org/sess/dsp_pro...
meetings.siam.org
Conference Program Online
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