Sumedha Chugh

Ph.D. student: IIIT-Delhi • Area of Research: Trustworthy AI

Hi 👋🏽

I am a Ph.D. student at Indraprastha Institute of Information Technology (IIIT), Delhi.
My advisor is Dr. Ranjitha Prasad and my core area of research is Trustworthy AI.
I completed my M.Tech from Delhi Technological University (formerly Delhi College of Engineering) in Signal Processing and Digital Design domain, and B.Tech from Banasthali University, Rajasthan in Electronics and Communications Engineering.
I have worked for Bosch Limited, Jaipur and Infosys Limited, Chandigarh.

Received ACM/IARCS Travel Grant 2026 and ECML PKDD Travel Grant 2026, for presenting our work at the ECML conference.
Our paper titled "Evidence Before Expansion: Continual Generalized Category Discovery under Sparse Novel Observations", has been accepted to CoLLAs 2026 - Work-In-Progress Track.
Research paper titled “Informative Perturbation Selection for Uncertainty-Aware Post-hoc Explanations” has been accepted for publication in ECML PKDD 2026 (See Publication) .

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