College of Sciences

Computer Science

Shreya Banerjee

Assistant Professor

Education

Ph.D. in Computer Science, Rensselaer Polytechnic Institute

M.Tech. in Computer Science and Technology, Indian Institute of Engineering Science and Technology (IIEST), India

Research Interests

I use hybrid & knowledge-aware, explainable AI techniques to address complex real-life problems that challenge the boundaries of human and machine intelligence. My research interest lies at the intersection of connectionist and logicist AI, encompassing work in diverse topics, such as:

Deep Learning/ML – Logic & Automated Reasoning – Commonsense Reasoning – Natural Language Processing (NLP) – Question Answering – Problem-Solving – Knowledge Representation and Reasoning – Human-Machine Teaming – Cognitive Modeling – Artificial General Intelligence (AGI) – Computational Social Science