A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi. - Ioannis E. Venetis; Alexandros Sobczyk; Alexandros Kouris; Alexandros Nakos; Nikolaos Nikoloutsakos; Efstratios Gallopoulos (PARCO, 2015)

A direct tridiagonal solver based on Givens rotations for GPU architectures. - Ioannis E. Venetis; Alexandros Kouris; Alexandros Sobczyk; Efstratios Gallopoulos; Ahmed H. Sameh (Parallel Comput., 2015)

Contact distinction in human-robot cooperation with admittance control. - Alexandros Kouris; Fotios Dimeas; Nikos A. Aspragathos (SMC, 2016)

Approximate FPGA-Based LSTMs Under Computation Time Constraints. - Michalis Rizakis; Stylianos I. Venieris; Alexandros Kouris; Christos-Savvas Bouganis (ARC, 2018)

Cascade^CNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks. - Alexandros Kouris; Stylianos I. Venieris; Christos-Savvas Bouganis (FPL, 2018)

Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation. - Alexandros Kouris; Christos-Savvas Bouganis (IROS, 2018)

Control of a line following robot based on FSM estimation. - Alexia Toumpa; Alexandros Kouris; Fotios Dimeas; Nikos A. Aspragathos (SyRoCo, 2018)

CascadeCNN: Pushing the performance limits of quantisation. - Alexandros Kouris; Stylianos I. Venieris; Christos-Savvas Bouganis (CoRR, 2018)

Deploying Deep Neural Networks in the Embedded Space. - Stylianos I. Venieris; Alexandros Kouris; Christos-Savvas Bouganis (CoRR, 2018)

CascadeCNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks. - Alexandros Kouris; Stylianos I. Venieris; Christos-Savvas Bouganis (CoRR, 2018)

Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions. - Stylianos I. Venieris; Alexandros Kouris; Christos-Savvas Bouganis (ACM Comput. Surv., 2018)

A Frequency Domain Approach for Contact Type Distinction in Human-Robot Collaboration. - Alexandros Kouris; Fotios Dimeas; Nikos A. Aspragathos (IEEE Robotics Autom. Lett., 2018)

Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset. - Alexandros Kouris; Christos Kyrkou; Christos-Savvas Bouganis (IROS, 2019)

Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems. - Alexandros Kouris; Stylianos I. Venieris; Christos-Savvas Bouganis (ISVLSI, 2019)

VarSome: the human genomic variant search engine. - Christos Kopanos; Vasilis Tsiolkas; Alexandros Kouris; Charles E. Chapple; Monica Albarca Aguilera; Richard Meyer; Andreas Massouras (Bioinform., 2019)

A Throughput-Latency Co-Optimised Cascade of Convolutional Neural Network Classifiers. - Alexandros Kouris; Stylianos I. Venieris; Christos-Savvas Bouganis (DATE, 2020)

Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars. - Alexandros Kouris; Stylianos I. Venieris; Michail Rizakis; Christos-Savvas Bouganis (IEEE Consumer Electron. Mag., 2020)

Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions. - Stefanos Laskaridis; Alexandros Kouris; Nicholas D. Lane (EMDL@MobiSys, 2021)

Multi-Exit Semantic Segmentation Networks. - Alexandros Kouris; Stylianos I. Venieris; Stefanos Laskaridis; Nicholas D. Lane (ECCV (21), 2022)

Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design. - Hongxiang Fan; Thomas Chau 001; Stylianos I. Venieris; Royson Lee; Alexandros Kouris; Wayne Luk; Nicholas D. Lane; Mohamed S. Abdelfattah (MICRO, 2022)

Adaptable mobile vision systems through multi-exit neural networks. - Alexandros Kouris; Stylianos I. Venieris; Stefanos Laskaridis; Nicholas D. Lane (MobiSys, 2022)

Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs. - Alexandros Kouris; Stylianos I. Venieris; Stefanos Laskaridis; Nicholas D. Lane (CoRR, 2022)

Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads. - Hongxiang Fan; Stylianos I. Venieris; Alexandros Kouris; Nicholas D. Lane (MICRO, 2023)

The Future of Consumer Edge-AI Computing. - Stefanos Laskaridis; Stylianos I. Venieris; Alexandros Kouris; Rui Li 052; Nicholas D. Lane (IEEE Pervasive Comput., 2024)

Progressive Mixed-Precision Decoding for Efficient LLM Inference. - Hao Mark Chen; Fuwen Tan; Alexandros Kouris; Royson Lee; Hongxiang Fan; Stylianos I. Venieris (ICLR, 2025)