Ganesh Sundaram

According to our database, Ganesh Sundaram authored at least 12 papers between 2012 and 2026.

Collaborative distances:

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

2026

kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation.

Rohan Siva, Kai Cheung, Lichi Li, Ganesh Sundaram

CoRR, March, 2026

A Latent Space Framework for Modeling Transient Engine Emissions Using Joint Embedding Predictive Architectures.

Ganesh Sundaram, Tobias Gehra, Jonas Ulmen, Mirjan Heubaum, Daniel Görges, Michael Günthner

CoRR, January, 2026

Component-Aware Pruning Framework for Neural Network Controllers via Gradient-Based Importance Estimation.

Ganesh Sundaram, Jonas Ulmen, Daniel Görges

CoRR, January, 2026

Model compression for neural network controllers: a tutorial survey with a focus on controllers with latent state space.

Ganesh Sundaram, Jonas Ulmen, Daniel Görges

Autom., 2026

COM-PACT: COMponent-Aware Pruning for Accelerated Control Tasks in Latent Space Models.

Ganesh Sundaram, Jonas Ulmen, Amjad Haider, Daniel Görges

Proceedings of the IEEE/SICE International Symposium on System Integration, 2026

2025

Learning State-Space Models of Dynamic Systems from Arbitrary Data using Joint Embedding Predictive Architectures.

Jonas Ulmen, Ganesh Sundaram, Daniel Görges

CoRR, August, 2025

COMponent-Aware Pruning for Accelerated Control Tasks in Latent Space Models.

Ganesh Sundaram, Jonas Ulmen, Amjad Haider, Daniel Görges

CoRR, August, 2025

Application-Specific Component-Aware Structured Pruning of Deep Neural Networks via Soft Coefficient Optimization.

Ganesh Sundaram, Jonas Ulmen, Amjad Haider, Daniel Görges

CoRR, July, 2025

Enhanced Pruning Strategy for Multi-Component Neural Architectures Using Component-Aware Graph Analysis.

Ganesh Sundaram, Jonas Ulmen, Daniel Görges

CoRR, April, 2025

2023

Stochastic MPC with Situation-Aware Dynamic Risk Assessment for Autonomous Driving.

Jonas Ulmen, Marc Wellstein, Christoph Mark, Ganesh Sundaram, Daniel Görges, Jan Reich

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Development of an End-to-End Tool Chain for AI-Assisted Generation and Optimization of Operating Strategies for Hybrid Electric Vehicles.

Tobias Gehra, Ganesh Sundaram, Mirjan Heubaum, Jonas Ulmen, Michael Günthner, Daniel Görges

Proceedings of the International Conference on Electrical, 2023

2012

Improving cell-edge user performance with multi-streaming.

Rahul N. Pupala, Subramanian Vasudevan, Kathiravetpillai Sivanesan, Ganesh Sundaram, Ashok N. Rudrapatna

Proceedings of IEEE International Conference on Communications, 2012