People
Executive Committee

Computer and Information Science
ML with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning
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Chris Callison-Burch
Computer and Information Science
Explainability and interpretability, Human-centric design

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, analysis of AI-enabled systems for assurance, trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees. Analysis of AI-enabled systems for assurance
Computer and Information Science

Electrical and Systems Engineering
Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Electrical and Systems Engineering and Radiology
ML algorithms with fairness/ privacy /robustness/ safety guarantees, Explainability and interpretability, Trusted AI for healthcare
Faculty

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guaranteesÂ

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning

Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Trusted AI for healthcare
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Explainability and interpretability, Human-centric design
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Statistics and Data Science, Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
Explainability and interpretability, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Trusted AI for healthcare

ML algorithms with fairness/privacy/robustness/
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Computer and Information Science
Trusted AI for healthcare, Explainability and interpretabilityÂ
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance

Computer and Information Science
Explainability and interpretability, Trusted AI for healthcare

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, explainability, and interoperability, human-centric design, trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Computer and Information Science
Explainability and interpretability, Human-centric design, Trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Human-centric design

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
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Biostatistics in Biostatistics and Epidemiology
ML algorithms with fairness/privacy/robustness/safety guarantees, Trusted AI for healthcare
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Electrical and Systems Engineering
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance
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Mechanical Engineering and Applied Mechanics
ML algorithms with fairness/ privacy/ robustness/ safety guarantees
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Chamith S. Rajapakse
Trusted AI for healthcare
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Trusted AI for healthcare, Explainability and interpretability
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare
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Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Computer and Information Science
ML algorithms with fairness/privacy/robustness/

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Human-centric design, Trusted AI for healthcare
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ML algorithms with fairness/ privacy/ robustness/ safety guarantees

ML algorithms with fairness/privacy/robustness/
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Computer and Information Science
Explainability and interpretability, Human-centric design

Computer and Information Science
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability
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Computer and Information Science
Explainability and interpretability, Human-centric design
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Ph.D. Students & Postdocs

Eshwar Arunachaleswaran
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability

Thomas Beckers
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Explainability and interpretability

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance

Sihao Chen
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Matthew Cleaveland

Emily Diana
ML algorithms with fairness/ privacy/ robustness/ safety guarantees

Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

Varun Gupta

Jiani Huang

Xinmeng Huang
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Yidi Huang
Explainability and interpretability, Trusted AI for healthcare

Edward Hu

Neurosymbolic Learning, Explainability and Interpretability, Analysis of AI enabled systems for assurance

Analysis of AI-enabled systems for assurance, Human-centric design, Explainability and interpretability

Jason Ma
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability, Neurosymbolic learning, Human-centric design

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Georgy Noarov

Artemis Panagopoulou
Explainability and Interpretability

Jean Park

Explainability and interpretability, Neurosymbolic learning, Trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and interpretability

Princess Sampson

Junyao Shi

Kaustubh Sridhar
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

Davoud Ataee Tarzanagh
Trusted AI for healthcare, Explainability and interpretability

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Explainability and Interpretability, Human-centric design

Neurosymbolic learning, explainability and interpretability, trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees; Trusted AI for healthcare

Amanda Watson
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Neurosymbolic learning

Yahan Yang
ML algorithms with fairness/ privacy/ robustness/ safety guarantees, Analysis of AI-enabled systems for assurance, Trusted AI for healthcare

Fanyang Yu
Trusted AI for healthcare

Yi Zhang

Ben Zhou
Explainability and Interpretability, Neurosymbolic Learning

Human-centric design and ML algorithms with fairness/privacy/robustness/safety guarantees

Trustworthiness (interpretability, robustness) of multimodal foundation models and generative models

Vivek Gupta
Explainability and interpretability, Neurosymbolic Learning/Reasoning, Analysis of AI-enabled systems for assurance, Trusted AI for finance