| Single-path nas: Designing hardware-efficient convnets in less than 4 hours D Stamoulis, R Ding, D Wang, D Lymberopoulos, B Priyantha, J Liu, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 354 | 2019 |
| NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks E Cai, DC Juan, D Stamoulis, D Marculescu Asian Conference on Machine Learning, 622-637, 2017 | 242 | 2017 |
| Hyperpower: Power-and memory-constrained hyper-parameter optimization for neural networks D Stamoulis, E Cai, DC Juan, D Marculescu 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 19-24, 2018 | 115* | 2018 |
| Designing adaptive neural networks for energy-constrained image classification D Stamoulis, TW Chin, AK Prakash, H Fang, S Sajja, M Bognar, ... Proceedings of the international conference on computer-aided design, 1-8, 2018 | 88 | 2018 |
| Hardware-aware machine learning: Modeling and optimization D Marculescu, D Stamoulis, E Cai Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 80 | 2018 |
| Single-path mobile automl: Efficient convnet design and nas hyperparameter optimization D Stamoulis, R Ding, D Wang, D Lymberopoulos, B Priyantha, J Liu, ... IEEE Journal of Selected Topics in Signal Processing 14 (4), 609-622, 2020 | 47 | 2020 |
| Stable Diffusion For Aerial Object Detection Y Jian, F Yu, S Singh, D Stamoulis NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI, 2023 | 30 | 2023 |
| Geollm-engine: A realistic environment for building geospatial copilots S Singh, M Fore, D Stamoulis Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 28 | 2024 |
| Profit:Priority and Power/Performance Optimization for Many-Core Systems Z Chen, D Stamoulis, D Marculescu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 28 | 2017 |
| Exploring aging deceleration in FinFET-based multi-core systems E Cai, D Stamoulis, D Marculescu 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2016 | 25 | 2016 |
| Less is more: Optimizing function calling for llm execution on edge devices V Paramanayakam, A Karatzas, I Anagnostopoulos, D Stamoulis 2025 Design, Automation & Test in Europe Conference (DATE), 1-7, 2025 | 24 | 2025 |
| Single-Path NAS: Device-Aware Efficient ConvNet Design D Stamoulis, R Ding, D Wang, D Lymberopoulos, B Priyantha, J Liu, ... ICML 2019 Joint Workshop on On-Device Machine Learning & Compact Deep Neural …, 2019 | 22 | 2019 |
| Can we guarantee performance requirements under workload and process variations? D Stamoulis, D Marculescu Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016 | 19 | 2016 |
| 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 | 17 | 2024 |
| GeckOpt: LLM System Efficiency via Intent-Based Tool Selection M Fore, S Singh, D Stamoulis Proceedings of the Great Lakes Symposium on VLSI 2024, 353-354, 2024 | 16 | 2024 |
| Capturing true workload dependency of bti-induced degradation in cpu components D Stamoulis, S Corbetta, D Rodopoulos, P Weckx, P Debacker, BH Meyer, ... Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 373-376, 2016 | 16 | 2016 |
| 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 | 15 | 2025 |
| Towards latency-aware DNN optimization with GPU runtime analysis and tail effect elimination F Yu, Z Xu, T Shen, D Stamoulis, L Shangguan, D Wang, R Madhok, ... arXiv preprint arXiv:2011.03897, 2020 | 15 | 2020 |
| Evaluating Tool-Augmented Agents in Remote Sensing Platforms S Singh, M Fore, D Stamoulis ICLR 2024 2nd ML4RS Workshop, 2024 | 13 | 2024 |
| AntiDoteX: Attention-based dynamic optimization for neural network runtime efficiency F Yu, Z Xu, C Liu, D Stamoulis, D Wang, Y Wang, X Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 13 | 2022 |
