Jeyan Thiyagalingam
Orcid: 0000-0002-2167-1343Affiliations:
- Rutherford Appleton Laboratory, Science and Technology Facilities Council (STFC), Oxon, UK
According to our database1,
Jeyan Thiyagalingam
authored at least 69 papers
between 2002 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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Bibliography
2024
Iterative Semantic Transformer by Greedy Distillation for Community Question Answering.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
Zero coordinate shift: Whetted automatic differentiation for physics-informed operator learning.
J. Comput. Phys., 2024
Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data.
CoRR, 2024
Unsupervised Few-Shot Image Segmentation with Dense Feature Learning and Sparse Clustering.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Global Convergence of Alternating Direction Method of Multipliers for Invex Objective Losses.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis.
Appl. Intell., September, 2023
Memory-Aware Attentive Control for Community Question Answering With Knowledge-Based Dual Refinement.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023
Padding-Free Convolution Based on Preservation of Differential Characteristics of Kernels.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations.
Proceedings of the International Conference on Machine Learning, 2023
Templated Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh, Applied to the Deep Learning MLCommons Cloudmask Application.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
On the Compatibility between a Neural Network and a Partial Differential Equation for Physics-informed Learning.
CoRR, 2022
Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data.
CoRR, 2022
CoRR, 2022
Discovering the building blocks of dark matter halo density profiles with neural networks.
CoRR, 2022
Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Exploiting Deep Learning for Secure Transmission in an Underlay Cognitive Radio Network.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Aerosp. Electron. Syst., 2021
Deploying the Big Data Science Center at the Shanghai Synchrotron Radiation Facility: the first superfacility platform in China.
Mach. Learn. Sci. Technol., 2021
Efficiency Near the Edge: Increasing the Energy Efficiency of FFTs on GPUs for Real-Time Edge Computing.
IEEE Access, 2021
Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes.
Proceedings of the NeurIPS 2022 Competition Track, 2021
2020
Spectral-Energy Efficiency Trade-Off-Based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems.
IEEE Trans. Wirel. Commun., 2020
An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts.
IEEE Trans. Image Process., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Trans. Aerosp. Electron. Syst., 2020
Evaluating Auto-Vectorizing Compilers through Objective Withdrawal of Useful Information.
ACM Trans. Archit. Code Optim., 2020
A Novel Method for Sea-Land Clutter Separation Using Regularized Randomized and Kernel Ridge Neural Networks.
Sensors, 2020
Building interactive sentence-aware representation based on generative language model for community question answering.
Neurocomputing, 2020
2019
IEEE Trans. Commun., 2019
Future Gener. Comput. Syst., 2019
Energy Efficiency Optimization for Secure Transmission in MISO Cognitive Radio Network With Energy Harvesting.
IEEE Access, 2019
Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
2018
Low-complexity adaptive broadband beamforming based on the non-uniform decomposition method.
Signal Process., 2018
Signal Process., 2018
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
2017
EURASIP J. Adv. Signal Process., 2017
Fast and reliable human action recognition in video sequences by sequential analysis.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Machine Learning-Based Framework for Resource Management and Modelling for Video Analytic in Cloud-Based Hadoop Environment.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016
2015
IEEE Trans. Vis. Comput. Graph., 2015
2014
2013
Design and initial performance of a high-level unstructured mesh framework on heterogeneous parallel systems.
Parallel Comput., 2013
J. Comput. Sci., 2013
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013
2011
Int. J. Biomed. Imaging, 2011
Proceedings of the POPL 2011 Workshop on Declarative Aspects of Multicore Programming, 2011
Harnessing the Power of GPUs without Losing Abstractions in SAC and ArrayOL: A Comparative Study.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
2010
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010
2009
Towards Compiling SAC to CUDA.
Proceedings of the Tenth Symposium on Trends in Functional Programming, 2009
2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
2007
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007
2006
Concurr. Comput. Pract. Exp., 2006
Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 2006
Proceedings of the Achievements in European Research on Grid Systems: CoreGRID Integration Workshop 2006, 2006
2005
Proceedings of the Parallel Processing and Applied Mathematics, 2005
2003
Improving the Performance of Morton Layout by Array Alignment and Loop Unrolling: Reducing the Price of Naivety.
Proceedings of the Languages and Compilers for Parallel Computing, 2003
2002
Proceedings of the Euro-Par 2002, 2002