The Cryptography Research Center (CRC) of the Technology Innovation Institute (TII) in Abu Dhabi is co-hosting the 21st Cryptology and Network Security Conference (CANS 2022) in cooperation with Springer, IACR, and NYU Abu Dhabi. The conference includes a workshop on AI and automation in cryptography and network security, with talks from experts like Claudia Diaz from Nym Technologies. Topics covered include post-quantum cryptography, blockchain security, and cryptanalysis techniques. Why it matters: This event highlights the UAE's growing role as a hub for cutting-edge research in cryptography and cybersecurity, fostering collaboration between academia and industry.
A research paper co-authored by Dr. Maxim Panov and Kirill Fedyanin from the AI and Digital Science Research Center (AIDRC) has been accepted for publication at NeurIPS 2022. The paper, titled “Nonparametric Uncertainty Quantification for Single Deterministic Neural Network”, proposes a fast and scalable method for uncertainty quantification in ML models. The method disentangles aleatoric and epistemic uncertainties and was validated on text classification and image datasets including MNIST and ImageNet. Why it matters: This demonstrates the growing AI research capabilities and contributions from the UAE to the global AI community, particularly in fundamental machine learning research.
Professor Mérouane Debbah, Chief Researcher at AIDRC, and his co-authors received the 2022 IEEE TAOS TC Best GCSN Paper Award for their work on federated quantized neural networks. The paper, presented at IEEE ICC 2022, explores the tradeoff between energy, precision, and accuracy in these networks. The research proposes an optimal quantization level to minimize energy consumption during training, making it less prohibitive for mobile devices. Why it matters: The award recognizes work that reduces the carbon footprint of large-scale AI systems, a key challenge for sustainable AI deployment in the region and globally.
Researchers from the Technology Innovation Institute (TII)'s DERC and AMRC will participate in the 9th Ansys User Codes Conference in Dubai on November 9. Dr. Chaouki Kasmi will present on Ansys Multiphysics Simulation in Pulsed Power Applications, while Dr. Nesma Aboulkhair will join a panel on challenges in adopting engineering simulation. The conference will focus on sharing simulation experiences and best practices using Ansys solutions. Why it matters: This event provides a platform for Middle East researchers to engage with industry and share expertise in advanced engineering simulation, fostering innovation in the region.
MBZUAI faculty and researchers had 27 papers accepted at the 2022 NeurIPS conference. 12 MBZUAI faculty members have at least one paper accepted, with Professor Kun Zhang leading with 10 papers. Other faculty with accepted publications include Eric Xing, Le Song, and Fahad Khan. Why it matters: This achievement highlights MBZUAI's growing prominence in the global machine learning research community.
Marcus Engsig from DERC will present a paper at the MATLAB User Group Meeting in Abu Dhabi on October 6. The paper, titled ‘Generalization of Higher Order Methods For Fast Iterative Matrix Inversion Compatible With GPU Acceleration’, discusses a novel approach to matrix inversion using GPUs. The method, named Nested Neumann, achieves 4-100x acceleration compared to standard MATLAB methods for large matrices. Why it matters: This research contributes to faster computation in numerical and physical modeling, crucial for processing large datasets in various scientific and engineering applications in the region.
KAUST's nanoscience and nanotechnology program was ranked 18th globally in the 2022 US News & World Report's Best Global Universities list. The ranking reflects KAUST's strong performance in basic and applied research at the micro and nano levels, spanning disciplines from chemistry to medical science. KAUST scored 81.7 out of 100, with high scores in citations, normalized citation impact, and international collaboration. Why it matters: This ranking highlights the growing prominence of Middle Eastern universities in advanced scientific fields and KAUST's contributions to global nanoscience research.
KAUST's Vice President of Research, Professor Pierre Magistretti, presented the 2023 Nansen Neuroscience Lecture in Oslo. The lecture highlighted his discovery of the astrocyte-neuron lactate shuttle and its role in brain physiology and pathology. His research explains how astrocytes feed neurons lactate as a primary energy source, impacting memory and cognition. Why it matters: The lecture recognizes KAUST's contribution to neuroscience and highlights the importance of understanding brain energy consumption for treating neurological disorders.