KAUST Ph.D. student Adel Bibi is researching how to bridge the gap between theory and practice in deep learning, focusing on the mathematical understanding of deep learning models. Bibi is currently interning at Intel in Munich and previously worked on various computer vision problems. He aims to use optimization and mathematics to better understand deep learning models and build better models systematically from theory. Why it matters: This research contributes to the fundamental understanding of deep learning, potentially leading to more efficient and reliable AI systems developed in the region.
Adel Bibi, a KAUST alumnus and researcher at the University of Oxford, presented his research on AI safety, covering robustness, alignment, and fairness of LLMs. The research addresses challenges in AI systems, alignment issues, and fairness across languages in common tokenizers. Bibi's work includes instruction prefix tuning and its theoretical limitations towards alignment. Why it matters: This research from a leading researcher highlights the importance of addressing safety concerns in LLMs, particularly regarding alignment and fairness in the Arabic language.
Qurrat-Ul-Ain Nadeem, a Ph.D. student in electrical engineering at KAUST, is researching MIMO technology for 5G communication systems as part of the Communication Theory Lab (CTL). She holds a Bachelor's degree from LUMS, Pakistan, and previously completed her master's at KAUST in 2015. Nadeem chose KAUST over fully funded Ph.D. scholarships from Cornell and Wisconsin-Madison due to its research opportunities and diverse environment. Why it matters: This highlights KAUST's ability to attract top talent and contribute to advancements in 5G technology, showcasing the university's role in fostering cutting-edge research within the region.
Altynay Kaidarova, a Ph.D. student in electrical engineering at KAUST, researches magnetic microsystems for biology and medicine under Professor Jürgen Kosel. Her group's work focuses on areas like cancer cell destruction, drug delivery, and smart nanoprobes. Kaidarova chose KAUST for its research activity, global thought leaders, and diversity. Why it matters: Highlighting student research helps promote KAUST's capabilities in advanced biomedical applications of micro and nanotechnology.
Ghada Ahmed, a fourth-year Ph.D. student at KAUST's Solar Center, researches semiconductor nanocrystals under the supervision of Assistant Professor Omar Mohammed. Her work focuses on the colloidal synthesis of quantum dots and nanocrystals with controlled sizes and shapes. She aims to understand photogenerated charge carrier dynamics and reaction mechanisms to optimize energy-efficient devices. Why it matters: This research contributes to advancements in materials science and renewable energy technologies within the Kingdom.