Author

Vishnu Pandi Chellapandi

Observed names: Chellapandi, Vishnu, Chellapandi, Vishnu Pandi, Vishnu Chellapandi, Vishnu P. Chellapandi

Institution: Cummins (United States)

Observed institutions: Purdue University West Lafayette, Purdue University System, Cummins (United States)

ORCID: 0000-0002-0313-0850

Observed ORCID: 0000-0002-0313-0850

OpenAlex ID: A5018146595

Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges

2023 · Vishnu Pandi Chellapandi, Liangqi Yuan, et al. · IEEE Transactions on Intelligent Vehicles · 276

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A Survey of Federated Learning for Connected and Automated Vehicles

2023 · Vishnu Pandi Chellapandi, Liangqi Yuan, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 72

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On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing

2023 · Vishnu Pandi Chellapandi, Antesh Upadhyay, et al. · IEEE Control Systems Letters · 40

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Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction

2021 · Wadekar, Shakti N., Schwartz, Benjamin J., et al. · arXiv (Cornell University) · 20

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FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication

2024 · Liangqi Yuan, Dong-Jun Han, et al. · International Conference on Communications · 19

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Vehicle Speed Profile Optimization for Fuel Efficient Eco-Driving via Koopman Linear Predictor and Model Predictive Control

2024 · Sebastian A. Nugroho, Vishnu P. Chellapandi, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 10

Predictive Control of Diesel Oxidation Catalysts with Federated Learning in Connected Vehicles

2024 · Vishnu Pandi Chellapandi, Yatish Nagaraj, et al. · IEEE Forum on Integrated and Sustainable Transportation Systems (FISTS) · 8

Control Challenges for High-Speed Autonomous Racing: Analysis and Simulated Experiments

2022 · Rohan Kumar Manna, Daniel J. Gonzalez, et al. · SAE International Journal of Connected and Automated Vehicles · 5

Advanced Sensor Configurations for High-Speed Autonomous Racing Vehicles

2025 · Manuel Mar, Vishnu Pandi Chellapandi, et al. · IEEE Journal of Selected Areas in Sensors · 4

FedNMUT -- Federated Noisy Model Update Tracking Convergence Analysis

2024 · Chellapandi, Vishnu Pandi, Upadhyay, Antesh, et al. · arXiv (Cornell University) · 4

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Decentralized Federated Learning: Model Update Tracking Under Imperfect Information Sharing

2024 · Vishnu Pandi Chellapandi, Antesh Upadhyay, et al. · IEEE International Conference on Big Data (BigData) · 3

Internal electrochemical variables-attention long short-term memory based on meta-learning and augmentation for battery state of health estimation

2026 · Arezoo Vafamand, Vishnu Pandi Chellapandi, et al. · Measurement

Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data

2025 · Chunduru, Abhijit, Morafah, Majid, et al. · arXiv (Cornell University)

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Predictive Eco-Driving and Eco-Charging for Connected Battery Electric Vehicles

2025 · Sebastian A. Nugroho, Vishnu P. Chellapandi, et al. · IFAC-PapersOnLine

Works count: 15

Citation count: 462

H-index: 7

I10-index: 6