Linear regression techniques for efficient analysis of transistor variability. - Dimitrios Stamoulis; Dimitrios Rodopoulos; Brett H. Meyer; Dimitrios Soudris; Zeljko Zilic (ICECS, 2014)

Understanding timing impact of BTI/RTN with massively threaded atomistic transient simulations. - Dimitrios Rodopoulos; Dimitrios Stamoulis; Grigorios Lyras; Dimitrios Soudris; Francky Catthoor (ICICDT, 2014)

Efficient Reliability Analysis of Processor Datapath using Atomistic BTI Variability Models. - Dimitrios Stamoulis; Dimitrios Rodopoulos; Brett H. Meyer; Dimitrios Soudris; Francky Catthoor; Zeljko Zilic (ACM Great Lakes Symposium on VLSI, 2015)

Capturing True Workload Dependency of BTI-induced Degradation in CPU Components. - Dimitrios Stamoulis; Simone Corbetta; Dimitrios Rodopoulos; Pieter Weckx; Peter Debacker; Brett H. Meyer; Ben Kaczer; Praveen Raghavan; Dimitrios Soudris; Francky Catthoor; Zeljko Zilic (ACM Great Lakes Symposium on VLSI, 2016)

Exploring aging deceleration in FinFET-based multi-core systems. - Ermao Cai; Dimitrios Stamoulis; Diana Marculescu (ICCAD, 2016)

Can We Guarantee Performance Requirements under Workload and Process Variations? - Dimitrios Stamoulis; Diana Marculescu (ISLPED, 2016)

emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (ACML, 2017)

Enhancing precipitation models by capturing multivariate and multiscale climate dynamics. - Ruizhou Ding; Dimitrios Stamoulis; Kartikeya Bhardwaj; Diana Marculescu; Radu Marculescu (CySWATER@CPSWeek, 2017)

NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (CoRR, 2017)

HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. - Dimitrios Stamoulis; Ermao Cai; Da-Cheng Juan; Diana Marculescu (DATE, 2018)

Hardware-aware machine learning: modeling and optimization. - Diana Marculescu; Dimitrios Stamoulis; Ermao Cai (ICCAD, 2018)

Designing adaptive neural networks for energy-constrained image classification. - Dimitrios Stamoulis; Ting-Wu (Rudy) Chin; Anand Krishnan Prakash; Haocheng Fang; Sribhuvan Sajja; Mitchell Bognar; Diana Marculescu (ICCAD, 2018)

Profit: Priority and Power/Performance Optimization for Many-Core Systems. - Zhuo Chen; Dimitrios Stamoulis; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana Marculescu (ECML/PKDD (2), 2019)

Single-Path NAS: Device-Aware Efficient ConvNet Design. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana Marculescu (CoRR, 2019)

Exploring the Design Space of Efficient Deep Neural Networks. - Fuxun Yu; Dimitrios Stamoulis; Di Wang 003; Dimitrios Lymberopoulos; Xiang Chen 010 (SEC, 2020)

Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. - Fuxun Yu; Zirui Xu; Tong Shen; Dimitrios Stamoulis; Longfei Shangguan; Di Wang 003; Rishi Madhok; Chunshui Zhao; Xin Li 001; Nikolaos Karianakis; Dimitrios Lymberopoulos; Ang Li 005; et al. (CoRR, 2020)

Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks. - Fuxun Yu; Dimitrios Stamoulis; Di Wang 003; Dimitrios Lymberopoulos; Xiang Chen 010 (CoRR, 2020)

Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana Marculescu (IEEE J. Sel. Top. Signal Process., 2020)

Putting the "Machine" Back in Machine Learning for Engineering Students. - Ting-Wu Chin; Dimitrios Stamoulis; Diana Marculescu (Teaching ML, 2021)

AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency. - Fuxun Yu; Zirui Xu; Chenchen Liu; Dimitrios Stamoulis; Di Wang 003; Yanzhi Wang; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Stable Diffusion For Aerial Object Detection. - Yanan Jian; Fuxun Yu; Simranjit Singh 003; Dimitrios Stamoulis (CoRR, 2023)

GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots. - Simranjit Singh 003; Michael Fore; Dimitrios Stamoulis (CVPR Workshops, 2024)

GECO: GPT-Driven Estimation of 3D Human-Scene Contact in the Wild. - Chaehong Lee; Simranjit Singh 003; Michael Fore; Georgios Pavlakos; Dimitrios Stamoulis (ECCV Workshops (12), 2024)

GeckOpt: LLM System Efficiency via Intent-Based Tool Selection. - Michael Fore; Simranjit Singh 003; Dimitrios Stamoulis (ACM Great Lakes Symposium on VLSI, 2024)

Evaluating Tool-Augmented Agents in Remote Sensing Platforms. - Simranjit Singh 003; Michael Fore; Dimitrios Stamoulis (CoRR, 2024)

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

Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering Benchmarks. - Simranjit Singh 003; Georgios Pavlakos; Dimitrios Stamoulis (CoRR, 2024)

Unlearning Climate Misinformation in Large Language Models. - Michael Fore; Simranjit Singh 003; Chaehong Lee; Amritanshu Pandey; Antonios Anastasopoulos; 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)

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)

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)

Rethinking Latency-Aware DNN Design With GPU Tail Effect Analysis. - Fuxun Yu; Zirui Xu; Longfei Shangguan; Di Wang 003; Dimitrios Stamoulis; Rishi Madhok; Nikolaos Karianakis; Ang Li 005; Chenchen Liu; Yiran Chen 001; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

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

Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows. - Dimitrios Stamoulis; Diana Marculescu (CoRR, 2025)

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

GeoFlow: Agentic Workflow Automation for Geospatial Tasks. - Amulya Bhattaram; Justin Chung; Stanley Chung; Ranit Gupta; Janani Ramamoorthy; Kartikeya Gullapalli; Diana Marculescu; Dimitrios Stamoulis (CoRR, 2025)