Alexandros Kouris

36 papers A* 3A 4B 2Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Speculative Decoding with a Speculative Vocabulary.
CoRR
Miles Williams, Young D. Kwon, Rui Li, Alexandros Kouris, Stylianos I. Venieris
2025 J jnl
Attentive Feature Aggregation or: How Policies Learn to Stop Worrying about Robustness and Attend to Task-Relevant Visual Cues.
CoRR
Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Sethu Vijayakumar, Alexandros Kouris, Oisin Mac Aodha, Chris Xiaoxuan Lu
2025 A* conf
Progressive Mixed-Precision Decoding for Efficient LLM Inference.
ICLR
Hao Mark Chen, Fuwen Tan, Alexandros Kouris, Royson Lee, Hongxiang Fan, Stylianos I. Venieris
2024 J jnl
Progressive Mixed-Precision Decoding for Efficient LLM Inference.
CoRR
Hao Mark Chen, Fuwen Tan, Alexandros Kouris, Royson Lee, Hongxiang Fan, Stylianos I. Venieris
2024 J jnl
The Future of Consumer Edge-AI Computing.
IEEE Pervasive Comput.
Stefanos Laskaridis, Stylianos I. Venieris, Alexandros Kouris, Rui Li, Nicholas D. Lane
2023 A* conf
Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads.
MICRO
Hongxiang Fan, Stylianos I. Venieris, Alexandros Kouris, Nicholas D. Lane
2023 J jnl
Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads.
CoRR
Hongxiang Fan, Stylianos I. Venieris, Alexandros Kouris, Nicholas D. Lane
2022 A* conf
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design.
MICRO
Hongxiang Fan, Thomas Chau, Stylianos I. Venieris, Royson Lee, Alexandros Kouris, Wayne Luk, Nicholas D. Lane, Mohamed S. Abdelfattah
2022 J jnl
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design.
CoRR
Hongxiang Fan, Thomas Chun-Pong Chau, Stylianos I. Venieris, Royson Lee, Alexandros Kouris, Wayne Luk, Nicholas D. Lane, Mohamed S. Abdelfattah
2022 A conf
Adaptable mobile vision systems through multi-exit neural networks.
MobiSys
Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane
2022 J jnl
Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs.
CoRR
Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane
2022 — conf
Multi-Exit Semantic Segmentation Networks.
ECCV (21)
Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane
2022 J jnl
The Future of Consumer Edge-AI Computing.
CoRR
Stefanos Laskaridis, Stylianos I. Venieris, Alexandros Kouris, Rui Li, Nicholas D. Lane
2021 — conf
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions.
EMDL@MobiSys
Stefanos Laskaridis, Alexandros Kouris, Nicholas D. Lane
2021 J jnl
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions.
CoRR
Stefanos Laskaridis, Alexandros Kouris, Nicholas D. Lane
2021 J jnl
Multi-Exit Semantic Segmentation Networks.
CoRR
Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane
2020 A conf
A Throughput-Latency Co-Optimised Cascade of Convolutional Neural Network Classifiers.
DATE
Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis
2020 J jnl
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars.
IEEE Consumer Electron. Mag.
Alexandros Kouris, Stylianos I. Venieris, Michail Rizakis, Christos-Savvas Bouganis
2019 J jnl
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars.
CoRR
Alexandros Kouris, Stylianos I. Venieris, Michail Rizakis, Christos-Savvas Bouganis
2019 A conf
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset.
IROS
Alexandros Kouris, Christos Kyrkou, Christos-Savvas Bouganis
2019 — conf
Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems.
ISVLSI
Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis
2019 J jnl
VarSome: the human genomic variant search engine.
Bioinform.
Christos Kopanos, Vasilis Tsiolkas, Alexandros Kouris, Charles E. Chapple, Monica Albarca Aguilera, Richard Meyer, Andreas Massouras
2018 J jnl
A Frequency Domain Approach for Contact Type Distinction in Human-Robot Collaboration.
IEEE Robotics Autom. Lett.
Alexandros Kouris, Fotios Dimeas, Nikos A. Aspragathos
2018 — conf
Approximate FPGA-Based LSTMs Under Computation Time Constraints.
ARC
Michalis Rizakis, Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
2018 J jnl
Approximate FPGA-based LSTMs under Computation Time Constraints.
CoRR
Michalis Rizakis, Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
2018 J jnl
CascadeCNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks.
CoRR
Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis
2018 J jnl
CascadeCNN: Pushing the performance limits of quantisation.
CoRR
Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis
2018 B conf
Cascade^CNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks.
FPL
Alexandros Kouris, Stylianos I. Venieris, Christos-Savvas Bouganis
2018 — conf
Control of a line following robot based on FSM estimation.
SyRoCo
Alexia Toumpa, Alexandros Kouris, Fotios Dimeas, Nikos A. Aspragathos
2018 J jnl
Deploying Deep Neural Networks in the Embedded Space.
CoRR
Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
2018 A conf
Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation.
IROS
Alexandros Kouris, Christos-Savvas Bouganis
2018 J jnl
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions.
CoRR
Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
2018 J jnl
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions.
ACM Comput. Surv.
Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis
2016 B conf
Contact distinction in human-robot cooperation with admittance control.
SMC
Alexandros Kouris, Fotios Dimeas, Nikos A. Aspragathos
2015 J jnl
A direct tridiagonal solver based on Givens rotations for GPU architectures.
Parallel Comput.
Ioannis E. Venetis, Alexandros Kouris, Alexandros Sobczyk, Efstratios Gallopoulos, Ahmed H. Sameh
2015 — conf
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi.
PARCO
Ioannis E. Venetis, Alexandros Sobczyk, Alexandros Kouris, Alexandros Nakos, Nikolaos Nikoloutsakos, Efstratios Gallopoulos