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Prof. Ramin Yahyapour
BSc, MSc
Betreuer*in: Péter Király 📧SSO Keycloak integration and self-services for a community portal
Prof. Ramin Yahyapour
BSc, MSc
Betreuer*in: Sven Bingert 📧Knowledge Graphs and NLP techniques
Prof. Ramin Yahyapour
BSc, MSc
Betreuer*in: Alireza Zarei 📧Implementation of an API specification to enhance the functionality of an Text- and Datamining system
Prof. Ramin Yahyapour
BSc, MSc
Betreuer*in: Sven Bingert 📧Token Management for an API to utilise HPC resources in generic workflows
Prof. Ramin Yahyapour
BSc, MSc
Betreuer*in: Sven Bingert 📧Trustworthy AI: Continuous Governance for LLM Services
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Parisa Memarmoshrefi 📧Exploring Quantum Computing Use Cases
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Christian Boehme 📧AI-assisted language learning
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Lorenz Glißmann 📧AI-assisted programming learning
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Lorenz Glißmann 📧Performance Evaluation of LLM Inference Engines
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Jonathan Decker 📧Operating Kubernetes with AI Engineers
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Jonathan Decker 📧Enabling Automatic Context Switching for Personal AI Assistants
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Jonathan Decker 📧Comparison of Distributed Computing Frameworks
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Christian Köhler 📧Speculative KV Caches for Efficient LLM Inference
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Lauritz Rasbach 📧Adaptive Attention Budgeting for Efficient Large Language Model Inference
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Lauritz Rasbach 📧Automatic Prompt Classification for Intelligent Language Model Routing
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Lauritz Rasbach 📧Graph Transformer Architectures for Workflow Scheduling: Beyond Standard GNNs
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Aasish Kumar Sharma 📧Carbon-Aware Multi-Objective Scheduling for HPC Workflows Using Reinforcement Learning
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Aasish Kumar Sharma 📧Transfer Learning Evaluation of GNN-RL Schedulers Across Workflow Families
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Aasish Kumar Sharma 📧Online Adaptive Scheduling with Continual Reinforcement Learning for Shifting HPC Workloads
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Aasish Kumar Sharma 📧Knowledge Graph Modeling of HPC Resources and Workflow Dependencies
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Aasish Kumar Sharma 📧Monitoring and Controlling Irregular Behavior in Agentic AI Systems with Access to Digital and Physical Resources
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Michael Bidollahkhani 📧Environmental Sustainability Labeling for AI Services Based on Energy, Runtime, and Resource Usage
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Michael Bidollahkhani 📧Meta Machine Intelligence for Adaptive Error Detection in High-Performance Computing Systems
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Michael Bidollahkhani 📧Lightweight Edge AI for Detecting Irregular Behavior in Device and Sensor Logs
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Michael Bidollahkhani 📧Benchmarking AI Models for Resource-Aware System Monitoring
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Michael Bidollahkhani 📧Development of new applications for the SpiNNaker-2 neuromorphic computing platform
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Martin Paleico 📧Federated Learning from Private LLM-Agent Trajectories for Adaptive Agent Control
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧FedToolAgent: Privacy-Preserving Federated Learning of Tool-Use Policies for LLM Agents
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧FedCollab: Federated Optimization of Collaboration Protocols in LLM-Based Multi-Agent Systems
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧FedAgenticRAG: Privacy-Preserving Multi-Agent Reasoning over Distributed Knowledge Bases
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧FedGuardAgent: Federated Safety Policy Learning for Autonomous LLM Agents
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧FedMARL-Agent: Federated Multi-Agent Reinforcement Learning for Privacy-Preserving LLM Agent Coordination
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sadegh Keshtkar 📧Containerized Edge AI: Deploying AI Services with Lightweight Kubernetes
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sepehr Mahmoodian 📧Deployment and Evaluation of Lightweight AI Models on Edge and Embedded Systems
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Sepehr Mahmoodian 📧Implementation of a precice-Adapter for the particle transport simulator LIGGGHTS
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Patrick Höhn 📧Framework for automated ML and empirical model generation
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Patrick Höhn 📧Checkpoint Integrity Verification in Distributed ML Training
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Anila Ghazanfar 📧eBPF-Based Runtime Fault Injection Framework for HPC Workloads
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Anila Ghazanfar 📧LLM Poisoning Detection via Training Data Attribution
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Anila Ghazanfar 📧Development of Text-to-SQL/XML Conversational AI for Planarian Research Database
Prof. Julian Kunkel
BSc, MSc
Betreuer*in: Muhammad Rizwan Riaz 📧
