I direct the Artificial Intelligence and Systems Laboratory (AISys). AISys is located at 2212 Storey Innovation Center.

The AISys lab welcomes people of any race, religion, national origin, gender identity, family commitments, political affiliation, sexual orientation, and eligible age or ability.

We investigate a variety of open problems that sit at the intersection of artificial intelligence, machine learning, and computer systems. We investigate the development of novel algorithmic and theoretically principled methods that are grounded in mathematics for systems problems with the ultimate goal of building reliable and high-performance machine learning systems. On the application side, we aim to develop the next generation of autonomous systems (on-device, embedded, heterogeneous, cloud, robotics) that can perceive, reason, and react to complex real-world environments and users with high levels of precision and efficiency. Overall, we aim to conduct cutting-edge and high-impact research through full-stack approaches that encourage lab members with skills in algorithms, systems, and math to solve critical and practical challenges at the intersection of AI+Systems.

Core Values

For prospective AISys members

Current Members

Ying Meng

Ying Meng phd 2019 - present

Ying is a PhD student in computer science. She is interested in adversarial machine learning and software testing.

Kimia Noorbakhsh

Kimia Noorbakhsh undergrad 2020 - present

Kimia is undergraduate student in Computer Engineering and Math (Sharif University). She is interested in physics-informed machine learning and theoretical aspects of ML.

Shuge Lei

Shuge Lei phd 2020 - present

Shuge is PhD student in computer science. She is interested in physics-informed machine learning.

Jianhai Su

Jianhai Su phd 2018 - present

Jianhai is a PhD student in computer science. He is interested in transfer learning, autonomic computing, and reinforcement learning.

Shahriar Iqbal

Shahriar Iqbal phd 2018 - present

Shahriar is a PhD student in computer science. He is interested in multi-objective optimization of deep neural networks in embedded systems.

Mohammad Ali Javidian

Mohammad Ali Javidian postdoc 2018 - present

Mohammad Ali is a postdoctorate student in computer science. He is interested in probabilistic graphical models, Bayesian networks, and transfer learning.

Cody Shearer

Cody Shearer undergrad 2020 - present

Cody is an undergraduate student in computer science and math. He is interested in casual inference and transfer learning for systems performance.

Former Members

Peter Mourfield

Peter Mourfield msc 2019 - 2020

Peter is a PhD student in computer science. He is interested in autonomic computing and reinforcement learning.

Blake Edwards

Blake Edwards undergrad 2019 - 2020

Blake is a honors college undergraduate student in computer science and math. He is interested in deep neural network model compression and distillation.

Stephen Baione

Stephen Baione undergrad 2019 - 2020

Stephen is a honors college undergraduate student in computer science and math. He is interested in deep neural network model compression and distillation.