Foto von Fengjunjie Pan

M.Sc. Fengjunjie Pan

Postadresse

Postal:
Boltzmannstr. 3
85748 Garching b. München

Dienstort

Informatik 6 - Lehrstuhl für Robotik, Künstliche Intelligenz und Echtzeitsysteme (Prof. Knoll)

Work:
Boltzmannstr. 3(5607)/III
85748 Garching b. München

Curriculum Vitae

Fengjunjie Pan is a research assistant and PhD student at the Chair of Robotics, Artificial Intelligence and Embedded Systems under Prof. Dr.-Ing. habil. Alois Knoll since 2021. Before that, he worked on continuous integration and testing at Magna Telemotive München from 2019 to 2021. He graduated with the Master of Science degree in Electrical Engineering from the Technical University of Berlin, Germany, in 2019. He received the Bachelor of Engineering degree in the same major from the Hamburg University of Applied Sciences, Germany. His research focuses on automotive systems and software engineering.

Courses

Sommersemester 2023

Thesis Proposal

Open:

Topic 1: [MA] Automated Design Space Exploration for Automotive Resource Allocation 

Topic 2: [MA] Exploring in-vehicle TIme-Sensitive Network scheduling based on formal requirements 

Topic 3: [MA] Generative AI in Model-based Engineering (e.g., generation of model components, LLM fine-tuning, lifecycle, etc ) 

Ongoing:

[MA] Leveraging LLMs in AI Planning for Robotics -- R. Varol (WS23/24 - SS24)

[BA] Feature Extraction for Evaluating Driving Characteristics -- O. Ucak (WS23/24 - SS24)

[MA] Privacy-enhancing Text Sanitization via Rewriting -- N. Walha (WS23/24 - SS24)

[MA] EMF Model Generation via Generative AI -- O. Abugharbiyeh (SS24)

[MA] Generative AI for Software Requirements -- M. Tereshkin (SS24)

Finished:

[BA] Automation and Optimization for Design Space Exploration Tasks with SMT Solvers -- L. Steindorf (SS 23) 

[BA] Comparing SMT and MIP for Modeling Design Space Exploration Tasks -- J. Ye (SS 23)

 

Publications

2024

  • Krzysztof Lebioda, Viktor Vorobev, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll: Towards Single-System Illusion in Software-Defined Vehicles - Automated, AI-Powered Workflow. Technische Universität München, 2024, mehr… BibTeX Volltext (mediaTUM)
  • Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Vahid Zolfaghari, Sven Kirchner, Nils Purschke, Muhammad Aqib Khan, Viktor Vorobev, Alois Knoll: Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems. Technische Universität München, 2024, mehr… BibTeX Volltext (mediaTUM)

2023

  • Lin, Jianjie; Rickert, Markus; Wen, Long; Pan, Fengjunjie; Knoll, Alois: Knowledge-Augmented Anomaly Detection in Small Lot Production for Semantic Temporal Process Data. Proceedings of the IEEE International Conference on Emerging Technologies And Factory Automation (ETFA), 2023 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
  • Pan, Fengjunjie; Lin, Jianjie; Rickert, Markus; Knoll, Alois: Automated Design Space Exploration for Resource Allocation in Software-Defined Vehicles. Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2023 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
  • Wen, Long; Rickert, Markus; Pan, Fengjunjie; Lin, Jianjie; Knoll, Alois: Bare-Metal vs. Hypervisors and Containers: Performance Evaluation of Virtualization Technologies for Software-Defined Vehicles. Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2023 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)

2022

  • Pan, Fengjunjie; Lin, Jianjie; Rickert, Markus; Knoll, Alois: Resource Allocation in Software-Defined Vehicles: ILP Model Formulation and Solver Evaluation. Proceedings of the IEEE International Conference on Intelligent Transportation Systems (ITSC), 2022 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)