Subash Neupane

According to our database, Subash Neupane authored at least 25 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ACE-TA: An Agentic Teaching Assistant for Grounded Q&A, Quiz Generation, and Code Tutoring.

Himanshu Tripathi, Charlotte Crowell, Kaley Newlin, Subash Neupane, Shahram Rahimi, Jason Keith

CoRR, April, 2026

UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers.

Elias Hossain, Shubhashis Roy Dipta, Subash Neupane, Rajib Rana, Ravid Shwartz-Ziv, Ivan Garibay, Niloofar Yousefi

CoRR, February, 2026

A HIPAA-Compliant Architecture for Agentic Clinical AI Systems.

Himanshu Tripathi, Subash Neupane, Sudip Mittal, Shahram Rahimi, Vibhuti Gupta

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

MedBayes-Lite: Bayesian Uncertainty Quantification for Safe Clinical Decision Support.

Elias Hossain, Md Mehedi Hasan Nipu, Maleeha Sheikh, Rajib Rana, Subash Neupane, Niloofar Yousefi

CoRR, November, 2025

Estimating Reliability of Electric Vehicle Charging Ecosystem using the Principle of Maximum Entropy.

Himanshu Tripathi, Subash Neupane, Shahram Rahimi, Noorbakhsh Amiri Golilarz, Sudip Mittal, Mohammad Sepehrifar

CoRR, August, 2025

Patient Journey Ontology: Representing Medical Encounters for Enhanced Patient-Centric Applications.

Hassan S. Al Khatib, Subash Neupane, Sudip Mittal, Shahram Rahimi, Nina Marhamati, Sean Bozorgzad

CoRR, June, 2025

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses Using Large Language Models.

Subash Neupane, Shaswata Mitra, Sudip Mittal, Manas Gaur, Noorbakhsh Amiri Golilarz, Shahram Rahimi, Amin Amirlatifi

ACM Trans. Comput. Heal., April, 2025

Towards a HIPAA Compliant Agentic AI System in Healthcare.

Subash Neupane, Shaswata Mitra, Sudip Mittal, Shahram Rahimi

CoRR, April, 2025

TwinExplainer: Explaining Predictions of an Automotive Digital Twin.

Subash Neupane, Shaswata Mitra, Ivan A. Fernandez, Sudip Mittal, Shahram Rahimi

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Intelligent Clinical Assistant for Personalized Responses and Clinical Summaries.

Subash Neupane

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Patient-centric knowledge graphs: a survey of current methods, challenges, and applications.

Hassan S. Al Khatib, Subash Neupane, Harish Kumar Manchukonda, Noorbakhsh Amiri Golilarz, Sudip Mittal, Amin Amirlatifi, Shahram Rahimi

Frontiers Artif. Intell., 2024

Poison Attacks and Adversarial Prompts Against an Informed University Virtual Assistant.

Ivan A. Fernandez, Subash Neupane, Sudip Mittal, Shahram Rahimi

CoRR, 2024

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models.

Subash Neupane, Shaswata Mitra, Sudip Mittal, Noorbakhsh Amiri Golilarz, Shahram Rahimi, Amin Amirlatifi

CoRR, 2024

Use of Graph Neural Networks in Aiding Defensive Cyber Operations.

Shaswata Mitra, Trisha Chakraborty, Subash Neupane, Aritran Piplai, Sudip Mittal

CoRR, 2024

Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities.

Subash Neupane, Shaswata Mitra, Ivan A. Fernandez, Swayamjit Saha, Sudip Mittal, Jingdao Chen, Nisha Pillai, Shahram Rahimi

IEEE Access, 2024

LocalIntel: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge.

Shaswata Mitra, Subash Neupane, Trisha Chakraborty, Sudip Mittal, Aritran Piplai, Manas Gaur, Shahram Rahimi

Proceedings of the Foundations and Practice of Security - 17th International Symposium, 2024

From Questions to Insightful Answers: Building an Informed Chatbot for University Resources.

Subash Neupane, Elias Hossain, Jason Keith, Himanshu Tripathi, Farbod Ghiasi, Noorbakhsh Amiri Golilarz, Amin Amirlatifi, Sudip Mittal, Shahram Rahimi

Proceedings of the IEEE Frontiers in Education Conference, 2024

A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics.

Ivan A. Fernandez, Subash Neupane, Trisha Chakraborty, Shaswata Mitra, Sudip Mittal, Nisha Pillai, Jingdao Chen, Shahram Rahimi

Proceedings of the 10th IEEE International Conference on Collaboration and Internet Computing, 2024

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense.

Damodar Panigrahi, Shaswata Mitra, Subash Neupane, Sudip Mittal, Benjamin A. Blakely

Proceedings of the IEEE International Conference on Big Data, 2024

ClinicSum: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations.

Subash Neupane, Himanshu Tripathi, Shaswata Mitra, Sean Bozorgzad, Sudip Mittal, Shahram Rahimi, Amin Amirlatifi

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Impacts and Risk of Generative AI Technology on Cyber Defense.

Subash Neupane, Ivan A. Fernandez, Sudip Mittal, Shahram Rahimi

CoRR, 2023

TwinExplainer: Explaining Predictions of an Automotive Digital Twin.

Subash Neupane, Ivan A. Fernandez, Wilson Patterson, Sudip Mittal, Milan D. Parmar, Shahram Rahimi

CoRR, 2023

2022

A White-Box Adversarial Attack Against a Digital Twin.

Wilson Patterson, Ivan A. Fernandez, Subash Neupane, Milan D. Parmar, Sudip Mittal, Shahram Rahimi

CoRR, 2022

Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities.

Subash Neupane, Jesse Ables, William Anderson, Sudip Mittal, Shahram Rahimi, Ioana Banicescu, Maria Seale

IEEE Access, 2022

A Temporal Anomaly Detection System for Vehicles utilizing Functional Working Groups and Sensor Channels.

Subash Neupane, Ivan A. Fernandez, Wilson Patterson, Sudip Mittal, Shahram Rahimi

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022