Sven Kirchner

According to our database, Sven Kirchner authored at least 8 papers between 2024 and 2025.

Collaborative distances:

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

2025

Survey of GenAI for Automotive Software Development: From Requirements to Executable Code.

Nenad Petrovic, Vahid Zolfaghari, André Schamschurko, Sven Kirchner, Fengjunjie Pan, Chengdng Wu, Nils Purschke, Aleksei Velsh, Krzysztof Lebioda, Yinglei Song, Yi Zhang, Lukasz Mazur, Alois Knoll

CoRR, July, 2025

Autonomous Vehicle Lateral Control Using Deep Reinforcement Learning with MPC-PID Demonstration.

Chengdong Wu, Sven Kirchner, Nils Purschke, Alois C. Knoll

CoRR, June, 2025

Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems.

Sven Kirchner, Alois C. Knoll

CoRR, June, 2025

SpeedGen: Enhancing Code Efficiency through Large Language Model-Based Performance Optimization.

Nils Purschke, Sven Kirchner, Alois Knoll

Proceedings of the IEEE International Conference on Software Analysis, 2025

2024

TUMTraf Event: Calibration and Fusion Resulting in a Dataset for Roadside Event-Based and RGB Cameras.

Christian Creß, Walter Zimmer, Nils Purschke, Bach Ngoc Doan, Sven Kirchner, Venkatnarayanan Lakshminarasimhan, Leah Strand, Alois C. Knoll

IEEE Trans. Intell. Veh., July, 2024

Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems.

Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Vahid Zolfaghari, Sven Kirchner, Nils Purschke, Muhammad Aqib Khan, Viktor Vorobev, Alois Knoll

CoRR, 2024

AUTOFRAME - A Software-Driven Integration Framework for Automotive Systems.

Sven Kirchner, Nils Purschke, Chengdong Wu, Muhammad Aqib Khan, Divye Dixit, Alois C. Knoll

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

LLM-Driven Testing for Autonomous Driving Scenarios.

Nenad Petrovic, Krzysztof Lebioda, Vahid Zolfaghari, André Schamschurko, Sven Kirchner, Nils Purschke, Fengjunjie Pan, Alois Knoll

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024