On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN Agent. - Andreas Karatzas; Aristeidis Karras; Christos N. Karras; Konstantinos C. Giotopoulos; Konstantinos Oikonomou; Spyros Sioutas (IDEAL, 2022)

OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload. - Andreas Karatzas; Iraklis Anagnostopoulos (DAC, 2023)

MapFormer: Attention-based multi-DNN manager for throughout & power co-optimization on embedded devices. - Andreas Karatzas; Iraklis Anagnostopoulos (ICCAD, 2024)

An LLM-Tool Compiler for Fused Parallel Function Calling. - Simranjit Singh 003; Andreas Karatzas; Michael Fore; Iraklis Anagnostopoulos; Dimitrios Stamoulis (CoRR, 2024)

LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching. - Simranjit Singh 003; Michael Fore; Andreas Karatzas; Chaehong Lee; Yanan Jian; Longfei Shangguan; Fuxun Yu; Iraklis Anagnostopoulos; Dimitrios Stamoulis (CoRR, 2024)

Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. - Konstantinos Balaskas; Andreas Karatzas; Christos Sad; Kostas Siozios; Iraklis Anagnostopoulos; Georgios Zervakis 001; Jörg Henkel (IEEE Trans. Emerg. Top. Comput., 2024)

Pythia: An Edge-First Agent for State Prediction in High-Dimensional Environments. - Andreas Karatzas; Iraklis Anagnostopoulos (IEEE Embed. Syst. Lett., 2024)

RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices. - Andreas Karatzas; Dimitrios Stamoulis; Iraklis Anagnostopoulos (DATE, 2025)

Less is More: Optimizing Function Calling for LLM Execution on Edge Devices. - Varatheepan Paramanayakam; Andreas Karatzas; Iraklis Anagnostopoulos; Dimitrios Stamoulis (DATE, 2025)

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers. - Aikaterini Maria Panteleaki; Varatheepan Paramanayakam; Vasileios Pentsos; Andreas Karatzas; Spyros Tragoudas; Iraklis Anagnostopoulos (ISVLSI, 2025)

Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices. - Andreas Karatzas; Iraklis Anagnostopoulos (IEEE Trans. Emerg. Top. Comput., 2025)

Multi-Agent Geospatial Copilots for Remote Sensing Workflows. - Chaehong Lee; Varatheepan Paramanayakam; Andreas Karatzas; Yanan Jian; Michael Fore; Heming Liao; Fuxun Yu; Ruopu Li; Iraklis Anagnostopoulos; Dimitrios Stamoulis (CoRR, 2025)

Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers. - Varatheepan Paramanayakam; Andreas Karatzas; Dimitrios Stamoulis; Iraklis Anagnostopoulos (CoRR, 2025)

CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices. - Varatheepan Paramanayakam; Andreas Karatzas; Iraklis Anagnostopoulos; Dimitrios Stamoulis (CoRR, 2025)