Parth Padalkar View CV

I am an Assistant Professor of Computer Science at Texas State University (Starting Fall 2026).

My work focuses on Neuro-Symbolic AI, interpretable machine learning, large language model reasoning, and explainable computer vision. A central theme of my research is combining the learning capabilities of neural networks with the transparency and reasoning power of symbolic systems.

During my doctoral work at The University of Texas at Dallas, I developed frameworks for extracting interpretable symbolic rules from deep learning systems, including convolutional neural networks and Vision Transformers. I also worked on improving reasoning abilities of LLMs using logic.

Alongside research, I care deeply about teaching and mentorship. I enjoy creating hands-on learning experiences, mentoring student researchers, and helping students build confidence in computer science and AI.

Outside research and teaching, I enjoy building educational projects, optimizing my finances, playing tennis, running and learning the piano.

I am looking for students who are passionate about my research directions to join my lab from Spring 2027. If you are interested please fill out this form.