Vishnu Pandi Chellapandi

Principal Researcher, Cummins

Joined

July 2023

Names

Vishnu Pandi Chellapandi (Preferred)

Emails

****@purdue.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Cummins (cummins.com)

2018 – Present

PhD student

Electrical and computer engineering, Purdue University (purdue.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Stanislaw Zak

Present

Expertise

Connected and Automated Vehicles

2021 – Present

Federated Learning

2020 – Present

Publications

Towards Preventing Global Knowledge Forgetting in Federated Learning with Non-IID Data
Abhijit Chunduru, Majid Morafah, Mahdi Morafah, Vishnu Pandi Chellapandi, Ang Li
- Accepted by TMLR
- Readers: Everyone
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Zak, Christopher G. Brinton
- ICC 2024
- Readers: Everyone
Vehicle Speed Profile Optimization for Fuel Efficient Eco-Driving via Koopman Linear Predictor and Model Predictive Control
Sebastian A. Nugroho, Vishnu Pandi Chellapandi, Hoseinali Borhan
- ACC 2024
- Readers: Everyone
FedNMUT - Federated Noisy Model Update Tracking Convergence Analysis
Vishnu Pandi Chellapandi, Antesh Upadhyay, Abolfazl Hashemi, Stanislaw H. Zak
- CoRR 2024
- Readers: Everyone
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, Stanislaw H. Zak, Ziran Wang
- IEEE Trans. Intell. Veh. 2024
- Readers: Everyone
A Survey of Federated Learning for Connected and Automated Vehicles
Vishnu Pandi Chellapandi, Liangqi Yuan, Stanislaw H. Zak, Ziran Wang
- ITSC 2023
- Readers: Everyone
A Survey of Federated Learning for Connected and Automated Vehicles
Vishnu Pandi Chellapandi, Liangqi Yuan, Stanislaw H. Zak, Ziran Wang
- Published: 01 Jan 2023, Last Modified: 24 Aug 2023
- CoRR 2023
- Readers: Everyone
On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing
Vishnu Pandi Chellapandi, Antesh Upadhyay, Abolfazl Hashemi, Stanislaw H. Zak
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE Control. Syst. Lett. 2023
- Readers: Everyone
On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing
Vishnu Pandi Chellapandi, Antesh Upadhyay, Abolfazl Hashemi, Stanislaw H. Zak
- Published: 01 Jan 2023, Last Modified: 06 Feb 2024
- CoRR 2023
- Readers: Everyone
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Zak, Christopher G. Brinton
- Published: 01 Jan 2023, Last Modified: 15 Feb 2024
- CoRR 2023
- Readers: Everyone

View all 11 publications