| OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload A Karatzas, I Anagnostopoulos 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 15 | 2023 |
| Hardware-aware DNN compression via diverse pruning and mixed-precision quantization K Balaskas, A Karatzas, C Sad, K Siozios, I Anagnostopoulos, G Zervakis, ... IEEE Transactions on Emerging Topics in Computing 12 (4), 1079-1092, 2024 | 10 | 2024 |
| An LLM-Tool Compiler for Fused Parallel Function Calling S Singh, A Karatzas, M Fore, I Anagnostopoulos, D Stamoulis arXiv preprint arXiv:2405.17438, 2024 | 7 | 2024 |
| Less is More: Optimizing Function Calling for LLM Execution on Edge Devices V Paramanayakam, A Karatzas, I Anagnostopoulos, D Stamoulis arXiv preprint arXiv:2411.15399, 2024 | 4 | 2024 |
| LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching S Singh, M Fore, A Karatzas, C Lee, Y Jian, L Shangguan, F Yu, ... 2024 31st IEEE International Conference on Electronics, Circuits and Systems …, 2024 | 4 | 2024 |
| Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices A Karatzas, I Anagnostopoulos IEEE Transactions on Emerging Topics in Computing, 2024 | 3 | 2024 |
| On autonomous drone navigation using deep learning and an intelligent rainbow DQN agent A Karatzas, A Karras, C Karras, KC Giotopoulos, K Oikonomou, S Sioutas International Conference on Intelligent Data Engineering and Automated …, 2022 | 3 | 2022 |
| Pythia: An Edge First Agent for State Prediction in High-Dimensional Environments A Karatzas, I Anagnostopoulos IEEE Embedded Systems Letters, 2024 | 2 | 2024 |
| MapFormer: Attention-based multi-DNN Manager for Throughout & Power Co-Optimization on Embedded Devices A Karatzas, I Anagnostopoulos Power 7, 3, 2024 | 2 | 2024 |
| RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices A Karatzas, D Stamoulis, I Anagnostopoulos arXiv preprint arXiv:2411.17867, 2024 | 1 | 2024 |
| Deep Learning Powered Identification of Differentiated Early Mesoderm Cells from Pluripotent Stem Cells S Mohammad, A Roy, A Karatzas, SL Sarver, I Anagnostopoulos, ... Cells 13 (6), 534, 2024 | 1 | 2024 |
| Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers V Paramanayakam, A Karatzas, D Stamoulis, I Anagnostopoulos arXiv preprint arXiv:2503.04148, 2025 | | 2025 |
| Multi-Agent Geospatial Copilots for Remote Sensing Workflows C Lee, V Paramanayakam, A Karatzas, Y Jian, M Fore, H Liao, F Yu, R Li, ... arXiv preprint arXiv:2501.16254, 2025 | | 2025 |
