DEpendable Evolvable Pervasive Software Engineering group
Politecnico di Milano
Joined January 2022
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👉 Social links (updated!):
📸 Instagram: instagram.com/deepse_polimi
🎥 Youtube: youtube.com/channel/UCXRRM2e…
💻 LinkedIn: linkedin.com/company/deepse-…
🌐 Website: deepse.deib.polimi.it
#deepse #polimi
Big congrats to Pietro, Luigi, @matteocamilli, @livia_lestingi, @RaffaelaMirand2 on receiving the ACM Sigsoft Distinguished Paper Award for the article “Verify, Augment, Improve: Self-Adaptation Repair via Automated Knowledge Augmentation from Mistakes” @SEAMSconf 🎉🍾
🔝 "Application Component Placement and
Resource Optimization in Computing Continua" by
Hamta Sedghani, Mauro Passacantando, & @ardagna_danilo has been accepted in IEEE Transactions on Services Computing! 🚀
👉 Read here: ieeexplore.ieee.org/stamp/st…
✨ "Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation" by Yanru Ding, Yanmei Zhang, Guan Yuan, Shujuan Jiang, Wei Dai, & Luciano Baresi has been accepted at the prestigious AAAI 2026 conference!! Well done 🎉❤️
deepse @ Politecnico di Milano retweeted
Happy to share our latest work just accepted in IEEE TSE! 🎉🚀⛽️
"How Toxic Can You Get? Search-based Toxicity Testing for Large Language Models"
👉 Early access here: doi.org/10.1109/TSE.2025.360…
@deepse_polimi
🚀 "Tabular Reinforcement Learning Methods for Artificial Intelligence Tasks Offloading in Smart Eye-Wears" by A.Kambale, H.Sedghani, @f2_filippini, @g_verticale, @DaniloArdagna just got accepted on ACM Transactions on Autonomous & Adaptive Systems!
👉Read dl.acm.org/doi/10.1145/37710…
‼️🏆 An Outstanding result for Ehsan Elahi, @matteocamilli & @RaffaelaMirand2 at the @EuromicroOrg #SEAA2025 conference, for their work "Counterfactual self-adaptation in cyber-physical systems"!! Huge congrats 👏❤️
☠️ "How Toxic Can You Get? Search-based Toxicity Testing for Large Language Models" has been accepted on IEEE Transactions on Software Engineering!! 📝 Congrats @simocorbo, L. Bancale, V. De Gennaro, @livia_lestingi, V. Scotti, @matteocamilli 👏
👉 Read: arxiv.org/abs/2501.01741
👓 "Federated Reinforcement Learning for Runtime Optimization of AI Applications in Smart Eyewears" by H. Sedghani, A. Wamuhindo Kambale, F. Filippini, F. Palermo, D. Trojaniello, @ardagna_danilo was also accepted at the #MASCOTS2025 Way to 6G Workshop! 👏
‼️ Shoutout to R. Sala, N. Litovchenko, D. Gadioli, @gpalermo_polimi, @ardagna_danilo: their work "An Artificial Bee Colony algorithm with Machine Learning for Constrained Optimization in HPC" was accepted at the #MASCOTS2025 conference! 👏
Happening now! 🎤 @PentaBananaSwag is presenting "DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation" at @DeepTestConf @ICSEconf. Don’t miss it! 🚀
Simone and Oscar are live now at Q-SE 2025 @ICSEconf, presenting "Analyzing, Fixing, and Optimizing a Space-Efficient Quantum Circuit for the Graph K-Coloring Problem" 🎤⚛️ Don’t miss it! 🙌
Two members of our group, @matteocamilli and @PentaBananaSwag, are presenting papers this morning at @ICSEconf! Catch them both at 11.45:
🧪 Room 205 (Testing & QA)
🤖 Room 213 (Autonomy)
👏 Congrats to @bruno_guindani, R. Rocco, D. Gadioli, @ardagna_danilo, @gpalermo_polimi: "Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application" was accepted on the Journal of Parallel and Distributed Computing! 👉 Read: arxiv.org/abs/2410.14842
deepse @ Politecnico di Milano retweeted
‼️FastContinuum 2025 is looking for papers!‼️
We're interested in topics such as: quantum/HPC in the computing continuum, cyber-physical systems, AI-driven optimization & more!
⏰Deadline: April 7
🌐Main event: July 7-12
🇫🇮Join us in Helsinki!
More info in bio.
#ieeeSERVICES
👏🔥 L. Baresi, D. Hu (@PentaBananaSwag), M. Mas'udi, @gioenn had their paper "DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation" accepted at DeepTest 2025 (co-located with #icse2025)! More details below 👇
🤖 DILLEMA uses an 🖼️ image captioner + 📝 Large Language Model + 🎨 diffusion model to create realistic "what-if" images from one scene. It finds hidden flaws in vision models and makes them more robust ✨
📖 Read here: arxiv.org/abs/2502.04378
🚀 "Dynamic Resource Allocation for Deadline-Constrained Neural Network Training" was accepted at @SEAMSconf 2025! 😄 👏 First paper by Marco Garlini -- congrats to him, Luciano Baresi, and @gioenn!
🏆🏆 Huge success at #icse2025! "Parametric Falsification of Many Probabilistic Requirements under Flakiness" (@matteocamilli,R.Mirandola) & "Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models" (L.Baresi,D. Hu,A.Stocco,P.Tonella) got accepted 🏎️💨
👏 Congrats R. Sala, H. Sedghani, M. Passacantando, G. Verticale, @ardagna_danilo, who had their paper "AI Applications Resource Allocation in Computing Continuum: A Stackelberg Game Approach" accepted on IEEE Transactions on Cloud Computing! 📖 Read here: ieeexplore.ieee.org/abstract…
🫵 The ACM DEBS 2025 Grand Challenge, organized by @alemargara83 and Luca De Martini, is looking for competitors! 🚀 Build the most efficient and scalable stream/event-processing solution by May 2nd to win an award at the conference in June! More info below 👇
🏭 Topic: Defect monitoring in additive manufacturing
🗓Submission deadline: May 2nd
🇸🇪 DEBS 2025 Conference: June 10th-13th in Gothenburg, Sweden
🌐 Challenge webpage with further info: 2025.debs.org/call-for-grand…