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José Cano @jocare.bsky.social · Sep 10

On my way to the University of Essex for the IDEAL project meeting! 🙂

ideal-epsrc.github.io

IDEAL Project: Sustainable IoT for a Better Future

ideal-epsrc.github.io

José Cano @jocare.bsky.social · Aug 25

On my way to Euro-Par 2025 in Dresden, Germany!

Tomorrow I'm organizing the HeteroPar workshop, and we have a great program! 🙂

heteropar2025.dcs.gla.ac.uk

HeteroPar'2025

23rd International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms

heteropar2025.dcs.gla.ac.uk

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José Cano @jocare.bsky.social · Jul 26

Wow, that's cool!

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José Cano @jocare.bsky.social · Jun 21

Ready to speak at the LG-ARC workshop at #ISCA2025! 🙂

llm-gnn.org

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José Cano @jocare.bsky.social · May 27

I'm delighted to share that our paper '𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐓𝐫𝐚𝐧𝐬𝐩𝐨𝐬𝐞𝐝 𝐂𝐨𝐧𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐨𝐧 𝐅𝐏𝐆𝐀-𝐛𝐚𝐬𝐞𝐝 𝐄𝐝𝐠𝐞 𝐃𝐞𝐯𝐢𝐜𝐞𝐬' has been accepted at FPL 2025! It has been a long journey for this work. Kudos to Jude Haris! 🙂

2025.fpl.org

@giclab.bsky.social‬, @uofgcompsci.bsky.social, daiedge.eu

FPL 2025

2025.fpl.org

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José Cano @jocare.bsky.social · May 21

Happy to share that our Abstract '𝐒𝐄𝐂𝐃𝐀 𝐃𝐞𝐬𝐢𝐠𝐧 𝐒𝐮𝐢𝐭𝐞: 𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐇𝐚𝐫𝐝𝐰𝐚𝐫𝐞-𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐂𝐨-𝐃𝐞𝐬𝐢𝐠𝐧 𝐨𝐟 𝐃𝐍𝐍 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐨𝐫𝐬' has been accepted at the OSCAR workshop @ #ISCA2025! Kudos to Jude Haris 🙂

@giclab.bsky.social‬, @uofgcompsci.bsky.social

https://giclab.bsky.social‬

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José Cano @jocare.bsky.social · May 19

📢Final extension: 23rd International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (𝐇𝐞𝐭𝐞𝐫𝐨𝐏𝐚𝐫) at #EuroPar2025
⏳Deadline: 25 May, 2025 (hard deadline)
👉 heteropar2025.dcs.gla.ac.uk

HeteroPar'2025

23rd International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms

heteropar2025.dcs.gla.ac.uk

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José Cano @jocare.bsky.social · May 19

Thanks Jan, we'll share the preprint soon!

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José Cano @jocare.bsky.social · May 19

Happy to share that our paper '𝐅-𝐁𝐅𝐐: 𝐅𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐁𝐥𝐨𝐜𝐤-𝐅𝐥𝐨𝐚𝐭𝐢𝐧𝐠 𝐏𝐨𝐢𝐧𝐭 𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐨𝐫 𝐟𝐨𝐫 𝐋𝐋𝐌𝐬' has been accepted at the ARC-LG workshop @ #ISCA2025! Kudos to Jude Haris 🙂

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José Cano @jocare.bsky.social · May 13

The preprint of our IJCNN 2025 paper '𝐈𝐂𝐄-𝐏𝐫𝐮𝐧𝐢𝐧𝐠: 𝐀𝐧 𝐈𝐭𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐂𝐨𝐬𝐭-𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐏𝐫𝐮𝐧𝐢𝐧𝐠 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞 𝐟𝐨𝐫 𝐃𝐞𝐞𝐩 𝐍𝐞𝐮𝐫𝐚𝐥 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬'' is available, take a look! arxiv.org/abs/2505.07411

ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks

Pruning is a widely used method for compressing Deep Neural Networks (DNNs), where less relevant parameters are removed from a DNN model to reduce its size. However, removing parameters reduces model ...

arxiv.org

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José Cano @jocare.bsky.social · May 2

I just registered for #ISCA2025 in Tokyo, so really looking forward to it! 🙂

iscaconf.org/isca2025/

ISCA 2025: Home

iscaconf.org

1

José Cano @jocare.bsky.social · May 1

📢 Call for papers: 23rd HeteroPar Workshop at #EuroPar2025
⏳Deadline extended: 19 May, 2025 (AoE)
👉 heteropar2025.dcs.gla.ac.uk

@rosambadia.bsky.social, Anne Benoit, Alexey Lastovetsky, Leonel Sousa, Denis Trystram, Roman Wyrzykowski

HeteroPar'2025

23rd International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms

heteropar2025.dcs.gla.ac.uk

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José Cano @jocare.bsky.social · Mar 31

Our 2 posters at the EuroMLSys workshop at EuroSys 2025! 🙂

1) "𝐄𝐱𝐩𝐥𝐨𝐢𝐭𝐢𝐧𝐠 𝐔𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐝 𝐒𝐩𝐚𝐫𝐬𝐢𝐭𝐲 𝐢𝐧 𝐅𝐮𝐥𝐥𝐲 𝐇𝐨𝐦𝐨𝐦𝐨𝐫𝐩𝐡𝐢𝐜 𝐄𝐧𝐜𝐫𝐲𝐩𝐭𝐞𝐝 𝐃𝐍𝐍𝐬"
2) "𝐃𝐞𝐜𝐨𝐮𝐩𝐥𝐢𝐧𝐠 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐚𝐥 𝐚𝐧𝐝 𝐐𝐮𝐚𝐧𝐭𝐢𝐭𝐚𝐭𝐢𝐯𝐞 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐢𝐧 𝐑𝐞𝐋𝐔-𝐛𝐚𝐬𝐞𝐝 𝐃𝐞𝐞𝐩

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José Cano @jocare.bsky.social · Mar 30

Kick-off of MLBench workshop at ASPLOS 2025! 🙂

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José Cano @jocare.bsky.social · Mar 14

I gave an invited talk on "Accelerating AI at the Edge" at Durham University today, nice campus! 🙂

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José Cano @jocare.bsky.social · Mar 13

The preprint of our EuroMLSys 2025 paper '𝐄𝐱𝐩𝐥𝐨𝐢𝐭𝐢𝐧𝐠 𝐔𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐝 𝐒𝐩𝐚𝐫𝐬𝐢𝐭𝐲 𝐢𝐧 𝐅𝐮𝐥𝐥𝐲 𝐇𝐨𝐦𝐨𝐦𝐨𝐫𝐩𝐡𝐢𝐜 𝐄𝐧𝐜𝐫𝐲𝐩𝐭𝐞𝐝 𝐃𝐍𝐍𝐬'' is available, take a look! arxiv.org/abs/2503.09184

Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs

The deployment of deep neural networks (DNNs) in privacy-sensitive environments is constrained by computational overheads in fully homomorphic encryption (FHE). This paper explores unstructured sparsi...

arxiv.org

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José Cano @jocare.bsky.social · Mar 6

I was there this morning too...

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José Cano @jocare.bsky.social · Feb 25

We have 2 papers accepted at EuroMLSys 2025! 😃

1) "Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs".

2) "Decoupling Structural and Quantitative Knowledge in ReLU-based Deep Neural Networks".

euromlsys.eu

The 5th Workshop on Machine Learning and Systems (EuroMLSys)

euromlsys.eu

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José Cano @jocare.bsky.social · Feb 24

PhD examination at my home university @upv.es earlier today! 🙂

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José Cano @jocare.bsky.social · Jan 30

Thanks Nathalie!

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José Cano @jocare.bsky.social · Jan 30

Big congrats to my PhD student Jude Haris for passing his PhD examination with minor corrections today! 🥳🥳🥳

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José Cano @jocare.bsky.social · Jan 21

Another successful edition of our AccML workshop at #HiPEAC25. Thank you very much to all the speakers and attendees! 🙂

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José Cano @jocare.bsky.social · Jan 20

And that's the #HIPEAC25 kick-off! 🙂

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José Cano @jocare.bsky.social · Jan 19

On my way to #HiPEAC25 in Barcelona! 🙂

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José Cano @jocare.bsky.social · Jan 16

📣 Call for participation: 7th AccML Workshop at #HiPEAC25 in Barcelona, Spain (Tuesday, 21 January)
🔥 Extremely hot topics in #ComputerSystems and #MachineLearning
📜 Program: 4 invited speakers and 6 regular papers
👉 lnkd.in/eUZsJTeH

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