publications

2025

1. FairTabGen: Unifying Counterfactual and Causal Fairness in Synthetic Tabular Data Generation

   Nitish* Nagesh, Salar* Shakibhamedan, Mahdi Bagheri, and 4 more authors

   arXiv preprint arXiv:2508.11810, 2025
2. arXiv

   FairCauseSyn: Towards Causally Fair LLM-Augmented Synthetic Data Generation

   Nitish Nagesh, Ziyu Wang, and Amir M Rahmani

   arXiv preprint arXiv:2506.19082, 2025

   Bib

   @article{nagesh2025faircausesyn,
     title = {FairCauseSyn: Towards Causally Fair LLM-Augmented Synthetic Data Generation},
     author = {Nagesh, Nitish and Wang, Ziyu and Rahmani, Amir M},
     journal = {arXiv preprint arXiv:2506.19082},
     year = {2025},
   }

3. 1934-LB: Patient Adherence to Self-Monitoring Practices and Glycemic Control—Findings from a Multiyear Digital Coaching Program

   YONG HUANG, NITISH NAGESH, AJAN SUBRAMANIAN, and 5 more authors

   Diabetes, 2025

2024

1. Smart Health

   ChatDiet: Empowering personalized nutrition-oriented food recommender chatbots through an LLM-augmented framework

   Zhongqi Yang, Elahe Khatibi, Nitish Nagesh, and 4 more authors

   Smart Health, 2024

   Bib

   @article{yang2024chatdiet,
     title = {ChatDiet: Empowering personalized nutrition-oriented food recommender chatbots through an LLM-augmented framework},
     author = {Yang, Zhongqi and Khatibi, Elahe and Nagesh, Nitish and Abbasian, Mahyar and Azimi, Iman and Jain, Ramesh and Rahmani, Amir M},
     journal = {Smart Health},
     volume = {32},
     pages = {100465},
     year = {2024},
     publisher = {Elsevier},
   }

2. Long Term Remote Patient Monitoring Reduces Blood Pressure in Patients with Stage II Hypertension

   Ajan Subramanian, Yong Huang, Nitish Nagesh, and 6 more authors

   Circulation, 2024
3. Knowledge-infused llm-powered conversational health agent: A case study for diabetes patients

   Mahyar Abbasian, Zhongqi Yang, Elahe Khatibi, and 5 more authors

   In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024

2023

1. Towards deep personal lifestyle models using multimodal N-of-1 data

   Nitish Nagesh, Iman Azimi, Tom Andriola, and 2 more authors

   In International conference on multimedia modeling, 2023

2022

1. World food atlas for food navigation

   Ali Rostami, Nitish Nagesh, Amir Rahmani, and 1 more author

   In Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, 2022

2021

1. A UCSD view on replication and reproducibility for CPS & IoT

   Alex Yen, Bryse Flowers, Wenshan Luo, and 4 more authors

   In Proceedings of the Workshop on Benchmarking Cyber-Physical Systems and Internet of Things, 2021

2020

1. RelIoT: Reliability simulator for IoT networks

   Kazim Ergun, Xiaofan Yu, Nitish Nagesh, and 4 more authors

   In International Conference on Internet of Things, 2020
2. Simulating reliability of IoT networks with RelIoT

   Kazim Ergun, Xiaofan Yu, Nitish Nagesh, and 4 more authors

   In 2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S), 2020

2016

1. A novel fault diagnostic strategy for PV micro grid to achieve reliability centered maintenance

   K Uma Rao, Akash G Parvatikar, Pramod Rao, and 1 more author

   In 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), 2016