Publications and Preprints

Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications Shreyas Kulkarni, Paresh Dashore, Uttam Gurram, Nadia Bathaee, Kartik Balasubramaniam, Genta Indra Winata, Sambit Sahu, Shi-Xiong Zhang Preprint, under review, 2026

Can Large Language Models Understand, Reason About, and Generate Code-Switched Text? Genta Indra Winata, David Anugraha, …, Shreyas Kulkarni, …, Adril Putra Merin, Emmanuele Chersoni Preprint, under review, 2026

Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation Dzung Pham, Shreyas Kulkarni, Amir Houmansadr Network and Distributed System Security Symposium (NDSS), 2025

Adaptive Client Selection in Federated Learning using Reinforcement Learning Shreyas Kulkarni, Dhawal Gupta, Virat Shejwalkar, Amir Houmansadr Master’s thesis, University of Massachusetts Amherst

Improving Out-of-distribution Detection in Neural Networks via t-distribution based Generative Classifier Shreyas Kulkarni, Virat Shejwalkar, Amir Houmansadr Preprint

Determining the Optimal Fuzzifier Range for Alpha-Planes of General Type-2 Fuzzy Sets Shreyas Kulkarni, Rishabh Agrawal, Frank Rhee IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018

Phase Transitions in the Erdős–Rényi Random Graph Shreyas Kulkarni, Sameer Kamal Bachelor’s thesis, IIT Guwahati

Fractals, Newton’s Method and Julia Sets Shreyas Kulkarni, Shubham Ugare, Aneesh Barthakur, Akash Rakheja SIAM Student Chapter, 2017