School of Computing Science

Mr Jude Haris

  • Research Associate (School of Computing Science)

Biography

Office: G132

School of Computing Science, Sir Alwyn Williams Building, 18 Lilybank Gardens, Glasgow G12 8RZ

Publications

List by: Type | Date

Jump to: 2026 | 2025 | 2024 | 2023 | 2022 | 2021 | 2020
Number of items: 14.

2026

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Amirafshar, Nima, Haris, Jude, TaheriNejad, Nima and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) FAME: An FPGA-Based Platform for Approximate Multipliers Evaluation with Pattern-Guided DNN Retraining. In: 38th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2026), Madrid, Spain, 14-16 Oct 2026, (Accepted for Publication)

Dymarkowski, Hubert, Fu, Xingjian, Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers. In: 36th International Conference on Field-Programmable Logic and Applications (FPL 2026)., Ghent, Belgium, 7-11 September 2026, (Accepted for Publication)

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude, Bohm Agostini, Nicolas, Kaeli, David and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) PoTAcc: a pipeline for end-to-end acceleration of power-of-two quantized DNNs. IEEE Transactions on Circuits and Systems for Artificial Intelligence, (doi: 10.1109/TCASAI.2026.3690415) (Early Online Publication)

2025

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) Accelerating Transposed Convolutions on FPGA-based Edge Devices. 35th International Conference on Field-Programmable Logic and Applications (FPL) 2025, Leiden, The Netherlands, 1-5 Sept 2025. (Accepted for Publication)

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) SECDA Design Suite: Efficient Hardware-Software Co-Design of DNN Accelerator. 4th Workshop on Open-Source Computer Architecture Research (OSCAR) at ISCA 2025, Tokyo, Japan, 21 June 2025. (Accepted for Publication)

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) F-BFQ: Flexible Block Floating-Point Quantization Accelerator for LLMs. New Approaches for Addressing the Computing Requirements of LLMs and GNSs LG-ARC’2025 Workshop @ ISCA 2025, Tokyo, Japan, 22 June 2025. (Accepted for Publication)

2024

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Accelerating PoT Quantization on Edge Devices. In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024, ISBN 9798350377200 (doi: 10.1109/ICECS61496.2024.10849093)

Haris, Jude, Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Hu, Wenhao and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Designing Efficient LLM Accelerators for Edge Devices. ARC-LG: New Approaches for Addressing the Computing Requirements of LLMs and GNNs, Buenos Aires, Argentina, 30 Jun 2024.

Haris, Jude, Agostini, Nicolas Bohm, Tumeo, Antonino, Kaeli, David and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Data Transfer Optimizations for Host-CPU and Accelerators in AXI4MLIR. 5th Compilers for Machine Learning Workshop (C4ML), at CGO 2024, Edinburgh, UK, 03 March 2024. (doi: 10.48550/arXiv.2402.19184)

Agostini, Nicolas Bohm, Haris, Jude, Gibson, Perry ORCID logoORCID: https://orcid.org/0000-0003-3370-0698, Jayaweera, Malith, Rubin, Norm, Tumeo, Antonio, Abellán, José L., Cano Reyes, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X and Kaeli, David (2024) AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators. In: International Symposium on Code Generation and Optimization (CGO) 2024, Edinburgh, United Kingdom, 02-06 Mar 2024, pp. 143-157. ISBN 9798350395099 (doi: 10.1109/CGO57630.2024.10444801)

2023

Haris, Jude, Gibson, Perry, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David (2023) SECDA-TFLite: a toolkit for efficient development of FPGA-based DNN accelerators for edge inference. Journal of Parallel and Distributed Computing, 173, pp. 140-151. (doi: 10.1016/j.jpdc.2022.11.005)

2022

Haris, Jude, Gibson, Perry, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Agostini, Nicolas Bohm and Kaeli, David (2022) Hardware/Software Co-Design of Edge DNN Accelerators with TFLite. 18th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 July 2022.

2021

Haris, Jude, Gibson, Perry ORCID logoORCID: https://orcid.org/0000-0003-3370-0698, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David (2021) SECDA: Efficient Hardware/Software Co-design of FPGA-based DNN Accelerators for Edge Inference. In: 2021 IEEE 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Belo Horizonte, Brazil, 26-28 Oct 2021, pp. 33-43. ISBN 9781665443012 (doi: 10.1109/SBAC-PAD53543.2021.00015)

2020

Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2020) Hardware Acceleration of Deep Neural Networks on Edge Devices with FPGAs. 16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.

This list was generated on Fri Oct 16 22:35:55 2026 BST.
Jump to: Articles | Conference or Workshop Item | Conference Proceedings
Number of items: 14.

Articles

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude, Bohm Agostini, Nicolas, Kaeli, David and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) PoTAcc: a pipeline for end-to-end acceleration of power-of-two quantized DNNs. IEEE Transactions on Circuits and Systems for Artificial Intelligence, (doi: 10.1109/TCASAI.2026.3690415) (Early Online Publication)

Haris, Jude, Gibson, Perry, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David (2023) SECDA-TFLite: a toolkit for efficient development of FPGA-based DNN accelerators for edge inference. Journal of Parallel and Distributed Computing, 173, pp. 140-151. (doi: 10.1016/j.jpdc.2022.11.005)

Conference or Workshop Item

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) Accelerating Transposed Convolutions on FPGA-based Edge Devices. 35th International Conference on Field-Programmable Logic and Applications (FPL) 2025, Leiden, The Netherlands, 1-5 Sept 2025. (Accepted for Publication)

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) SECDA Design Suite: Efficient Hardware-Software Co-Design of DNN Accelerator. 4th Workshop on Open-Source Computer Architecture Research (OSCAR) at ISCA 2025, Tokyo, Japan, 21 June 2025. (Accepted for Publication)

Haris, Jude and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2025) F-BFQ: Flexible Block Floating-Point Quantization Accelerator for LLMs. New Approaches for Addressing the Computing Requirements of LLMs and GNSs LG-ARC’2025 Workshop @ ISCA 2025, Tokyo, Japan, 22 June 2025. (Accepted for Publication)

Haris, Jude, Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Hu, Wenhao and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Designing Efficient LLM Accelerators for Edge Devices. ARC-LG: New Approaches for Addressing the Computing Requirements of LLMs and GNNs, Buenos Aires, Argentina, 30 Jun 2024.

Haris, Jude, Agostini, Nicolas Bohm, Tumeo, Antonino, Kaeli, David and Cano, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Data Transfer Optimizations for Host-CPU and Accelerators in AXI4MLIR. 5th Compilers for Machine Learning Workshop (C4ML), at CGO 2024, Edinburgh, UK, 03 March 2024. (doi: 10.48550/arXiv.2402.19184)

Haris, Jude, Gibson, Perry, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Agostini, Nicolas Bohm and Kaeli, David (2022) Hardware/Software Co-Design of Edge DNN Accelerators with TFLite. 18th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 July 2022.

Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2020) Hardware Acceleration of Deep Neural Networks on Edge Devices with FPGAs. 16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.

Conference Proceedings

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Amirafshar, Nima, Haris, Jude, TaheriNejad, Nima and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) FAME: An FPGA-Based Platform for Approximate Multipliers Evaluation with Pattern-Guided DNN Retraining. In: 38th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2026), Madrid, Spain, 14-16 Oct 2026, (Accepted for Publication)

Dymarkowski, Hubert, Fu, Xingjian, Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2026) FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers. In: 36th International Conference on Field-Programmable Logic and Applications (FPL 2026)., Ghent, Belgium, 7-11 September 2026, (Accepted for Publication)

Saha, Rappy ORCID logoORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X (2024) Accelerating PoT Quantization on Edge Devices. In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024, ISBN 9798350377200 (doi: 10.1109/ICECS61496.2024.10849093)

Agostini, Nicolas Bohm, Haris, Jude, Gibson, Perry ORCID logoORCID: https://orcid.org/0000-0003-3370-0698, Jayaweera, Malith, Rubin, Norm, Tumeo, Antonio, Abellán, José L., Cano Reyes, Jose ORCID logoORCID: https://orcid.org/0000-0002-2243-389X and Kaeli, David (2024) AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators. In: International Symposium on Code Generation and Optimization (CGO) 2024, Edinburgh, United Kingdom, 02-06 Mar 2024, pp. 143-157. ISBN 9798350395099 (doi: 10.1109/CGO57630.2024.10444801)

Haris, Jude, Gibson, Perry ORCID logoORCID: https://orcid.org/0000-0003-3370-0698, Cano, José ORCID logoORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David (2021) SECDA: Efficient Hardware/Software Co-design of FPGA-based DNN Accelerators for Edge Inference. In: 2021 IEEE 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Belo Horizonte, Brazil, 26-28 Oct 2021, pp. 33-43. ISBN 9781665443012 (doi: 10.1109/SBAC-PAD53543.2021.00015)

This list was generated on Fri Oct 16 22:35:55 2026 BST.