Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis. - Umakanta Maharana; Sarthak Verma; Avarna Agarwal; Prakashini Mruthyunjaya; Dwarikanath Mahapatra; Sakir Ahmed; Murari Mandal (CoRR, 2025)

OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs. - Debdeep Sanyal; Umakanta Maharana; Yash Sinha; Hong Ming Tan; Shirish S. Karande; Mohan S. Kankanhalli; Murari Mandal (CoRR, 2025)

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style. - Debdeep Sanyal; Agniva Maiti; Umakanta Maharana; Dhruv Kumar 001; Ankur Arjun Mali; C. Lee Giles; Murari Mandal (CoRR, 2025)