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Computer Science and Engineering

Ke Sun

My research centers around developing innovative methodologies for ambient intelligence by designing intelligent mobile, wearable, and IoT systems. Leveraging advanced data science tools, my work integrates machine learning, deep neural networks, and multimodal signal processing techniques to interpret complex sensor data. My methodological approaches include supervised and self-supervised representation learning, sensor fusion, knowledge-guided model optimization, ...

Lingjia Tang

My research lies at the intersection of artificial intelligence and computer systems, with a focus on designing scalable and efficient systems, including architecture, compilers, runtime environments, and distributed infrastructure, for AI applications. I also work extensively on natural language and conversational AI systems, with an emphasis on deploying data-driven models and systems in real-world enterprise ...

Bernadette Bucher

Bernadette Bucher is an Assistant Professor in the Robotics Department at University ofMichigan. She leads the Mapping and Motion Lab which focuses on learning interpretable visual representations and estimating their uncertainty for use in robotics, particularly mobile manipulation. Her work has been recognized by a Best Paper Award in Cognitive Robotics at ICRA 2024 and ...

Jiasi Chen

I am an Associate Professor of Electrical Engineering and Computer Science and Associate Professor of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, College of Engineering. One project my group worked on is cost-efficient use of large language models (LLMs). Recently, there has been a proliferation of LLMs by multiple providers, each ...

Xinyu Wang

My areas of expertise include programming languages, formal methods, software engineering, artificial intelligence, including their applications in data systems and data science. For example, how to derive insights from large amount of data for decision making; how to automatically synthesize SQL queries from high-level specifications (such as examples, natural language, etc.); how to formally verify ...

Q. Vera Liao

With a background in human-computer interaction and AI ethics, Dr. Vera Liao’s research investigates the risks of emerging AI technologies, and aims to mitigate the risks through responsible development processes and human-centered design interventions. She is particularly interested in promoting transparency of AI technologies (e.g. through explainability, uncertainty and risk communication, and sound evaluation) to ...

Suraj Rampure

As teaching faculty, Suraj spends his time teaching students how to think critically with data. He teaches students the theoretical foundations of data science, from empirical risk minimization, linear algebra, and probability, to more practical aspects, from tabular data manipulation and web scraping to model building and cross-validation, with an emphasis on implementation in Python. ...

Lin Ma

My research interests lie in the intersection of database management systems (DBMSs) and machine learning (ML), especially using ML/AI techniques to automate database administration/tuning to remove human impediments.

Mosharaf Chowdhury

I am a computer scientist and an associate professor at CSE Michigan, where I lead the SymbioticLab (https://symbioticlab.org/). My research improves application performance and system efficiency of AI/ML and Big Data workloads with a recent focus on optimizing energy consumption and data privacy. I lead the ML Energy initiative (https://ml.energy/), a consortium of researchers focusing ...

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Steven Abney

Professor of Linguistics, College of Literature, Science, and the Arts

Eytan Adar

Professor, Information, School of Information

Professor, Electrical Engineering and Computer Science, College of Engineering

Nikola Banovic

Associate Professor of Electrical Engineering and Computer Science, College of Engineering

Satinder Singh Baveja

Professor of Electrical Engineering and Computer Science, College of Engineering

Elizabeth Bondi-Kelly

Assistant Professor of Electrical Engineering and Computer Science, College of Engineering

Bernadette Bucher

Assistant Professor, Robotics, College of Engineering

Assistant Professor of Electrical Engineering and Computer Science, College of Engineering

Joyce Chai

Professor of Electrical Engineering and Computer Science, College of Engineering

Mithun Chakraborty

Assistant Research Scientist, Electrical Engineering and Computer Science, College of Engineering

Jiasi Chen

Associate Professor of Electrical Engineering and Computer Science, College of Engineering