DNS Lab Chonnam Natl. University

SHIVANI SANJAY KOLEKAR received the bachelor’s degree in computer science and engineering from Shivaji University, India, in 2020. She is currently pursuing the integrated M.S. and Ph.D. degree with the Department of Artificial Intelligence Convergence, Chonnam National University, Gwangju, South Korea. During her studies with Chonnam National University, she was a Teaching Assistant and a Research Assistant and also an Instructor through an international educational program. She has also been involved in interdisciplinary research on distributed systems for medical digital twins and AI models. Her research focuses on:

Select Publications:

Reliable Federated Fine-Tuning for Multilingual ASR
Shivani Sanjay Kolekar, Md Ilias Bappi, Kyungbaek Kim
2026 IEEE 46th International Conference on Distributed Computing Systems Workshops (ICDCSW)  ·  01 Jun 2026  ·  doi:10.1109/ICDCSW72724.2026.00017
ATC-FL: Adaptive Thompson Sampling for Efficient Clustering in Federated Learning
Shivani Sanjay Kolekar, Jisoo Shin, David J. Richter, Kyungbaek Kim
IEEE Access  ·  01 Jan 2026  ·  doi:10.1109/ACCESS.2026.3676500
Resource-Efficient Federated Fine-Tuning of LLMs for Downstream Tasks of Speech Recognition
Shivani Sanjay Kolekar, Kyungbaek Kim
NOMS 2025-2025 IEEE Network Operations and Management Symposium  ·  12 May 2025  ·  doi:10.1109/NOMS57970.2025.11073667

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