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of the project] * Background of the recruitment and description of the project Numerical Analysis (Numerical Algorithms), Mathematical Optimization, Operations Research, Machine Learning, Mathematical Statistics
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, architectures, and algorithms. Specifically, we investigate energy-efficient computer architecture for machine learning based on novel devices and computing principles, device-aware machine learning algorithms
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algorithms, system design, discrete mathematics and optimization, machine learning, natural language processing, generative AI, and AI engineering. Candidates must have some proven research record and/or
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, AI & XR Applications, Intelligent Mechanical Systems, Electrical Circuits II, Data Structures and Algorithms, Speech Engineering, Multimodal Interaction Theory, System Design Engineering Experiment II
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protection and defense against cyberattacks --- has become critically important. These research areas encompass both the foundations of informatics—such as theoretical analysis and algorithm design—and the