Glasgow Intelligent Computing Lab (gicLAB)

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 @memjude! 🙂

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 @memjude🙂 @GlasgowCS, @dAIEDGE

📢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/

Happy to share that our paper '𝐅-𝐁𝐅𝐐: 𝐅𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐁𝐥𝐨𝐜𝐤-𝐅𝐥𝐨𝐚𝐭𝐢𝐧𝐠 𝐏𝐨𝐢𝐧𝐭 𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐨𝐫 𝐟𝐨𝐫 𝐋𝐋𝐌𝐬' has been accepted at the ARC LG workshop @ISCAConfOrg 2025! Kudos to @memjude🙂

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 @Wenhao542592838, @pmh47_ml

📢 Call for papers: 23rd HeteroPar Workshop at #EuroPar2025 ⏳Deadline extended: 19 May, 2025 (AoE) 👉 heteropar2025.dcs.gla.ac.uk/ @rosabadia, Anne Benoit, Alexey Lastovetsky, Leonel Sousa, Denis Trystram, Roman Wyrzykowski

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

Kick-off of MLBench workshop at @ASPLOSConf 2025! 🙂

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

We have 2 papers accepted at EuroMLSys 2025 (@euromlsys)!😃 1) "Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs". 2) "Decoupling Structural and Quantitative Knowledge in ReLU-based Deep Neural Networks".

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

📣 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

Glasgow Intelligent Computing Lab (@gic_lab) 2025! 🙂

Our poster at #CENSIS24, part of my student Jude Haris' PhD work! 🙂 @memjude, @gic_lab, @GlasgowCS, @dAIEDGE

📢 Call for papers 7th Workshop on Accelerated Machine Learning (AccML) at #HiPEAC25 ⏳Deadline extended: 18 November, 2024 👉 accml.dcs.gla.ac.uk Invited speakers: Alex Ramirez (Google); Others TBA @vradu10, @JoseLAbellan, @marcocornero, @Ulysse_B, Juliana Franco

📢Interested in doing a PhD in #EdgeAI focusing on #ComputerArchitecture and/or #Compilers in Glasgow @gic_lab? 👉There is an information session @GlasgowCS this Wednesday 6 November at 10 am (UK time). Please, register here: shorturl.at/f4HjM

📢Call for Participation: 17𝐭𝐡 𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐨𝐧 𝐍𝐞𝐭𝐰𝐨𝐫𝐤 𝐨𝐧 𝐂𝐡𝐢𝐩 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞𝐬 (𝐍𝐨𝐂𝐀𝐫𝐜 2024) to be held on November 3, 2024, in conjunction with 𝐌𝐈𝐂𝐑𝐎-57. 👉More details at: nocarc.org/ #NoC #Chip

Happy to share that our paper "𝘿𝙌𝘼: 𝘼𝙣 𝙀𝙛𝙛𝙞𝙘𝙞𝙚𝙣𝙩 𝙈𝙚𝙩𝙝𝙤𝙙 𝙛𝙤𝙧 𝘿𝙚𝙚𝙥 𝙌𝙪𝙖𝙣𝙩𝙞𝙯𝙖𝙩𝙞𝙤𝙣 𝙤𝙛 𝘿𝙉𝙉 𝘼𝙘𝙩𝙞𝙫𝙖𝙩𝙞𝙤𝙣𝙨" has been accepted at the NeurIPS 2024 MLNCP Workshop! Congrats to my PhD student Wenhao Hu and our collaborator Paul Henderson

📢 Call for papers 7th Workshop on Accelerated Machine Learning (AccML) at #HiPEAC25 ⏳Deadline: 4 November, 2024 👉 accml.dcs.gla.ac.uk Invited speakers: Alex Ramirez (Google); Others to be announced @vradu10, @JoseLAbellan, @marcocornero, @Ulysse_B, Juliana Franco