FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator. - Sunny Gupta; Nikita Jangid; Amit Sethi (CoRR, 2024)

MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models. - Suraj Racha; Prashant Joshi; Anshika Raman; Nikita Jangid; Mridul Sharma; Ganesh Ramakrishnan; Nirmal Punjabi (CoRR, 2025)

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data. - Sunny Gupta; Nikita Jangid; Amit Sethi (CoRR, 2025)

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching. - Sunny Gupta; Nikita Jangid; Shounak Das; Amit Sethi (CoRR, 2025)