| 2026 | ACL | Speculative Decoding with a Speculative Vocabulary. | Miles Williams, Young D. Kwon, Rui Li, Alexandros Kouris, Stylianos I. Venieris |
| 2025 | ICLR | Progressive Mixed-Precision Decoding for Efficient LLM Inference. | Hao Mark Chen, Fuwen Tan, Alexandros Kouris, Royson Lee, Hongxiang Fan, Stylianos I. Venieris |
| 2023 | MICRO | Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads. | Hongxiang Fan, Stylianos I. Venieris, Alexandros Kouris, Nicholas D. Lane |
| 2022 | ECCV | Multi-Exit Semantic Segmentation Networks. | Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane |
| 2022 | MICRO | Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design. | Hongxiang Fan, Thomas Chau, Stylianos I. Venieris, Royson Lee, Alexandros Kouris, Wayne Luk, Nicholas D. Lane, Mohamed S. Abdelfattah |
| 2022 | Mobisys | Adaptable mobile vision systems through multi-exit neural networks. | Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane |
| 2021 | Mobisys | Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions. | Stefanos Laskaridis, Alexandros Kouris, Nicholas D. Lane |
| 2020 | DATE | A Throughput-Latency Co-Optimised Cascade of Convolutional Neural Network Classifiers. | Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis |
| 2019 | IROS | Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset. | Alexandros Kouris, Christos Kyrkou, Christos-Savvas Bouganis |
| 2018 | FPL | Cascade^CNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks. | Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis |
| 2018 | IROS | Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation. | Alexandros Kouris, Christos-Savvas Bouganis |
| 2016 | SMC | Contact distinction in human-robot cooperation with admittance control. | Alexandros Kouris, Fotios Dimeas, Nikos A. Aspragathos |