Jeyan Thiyagalingam

According to our database, Jeyan Thiyagalingam authored at least 65 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data.

Saiful Khan, Scott Jones, Benjamin Bach, Jaehoon Cha, Min Chen, Julie Meikle, Jonathan C. Roberts, Jeyan Thiyagalingam, Jo Wood, Panagiotis D. Ritsos

CoRR, 2024

MLCommons Cloud Masking Benchmark with Early Stopping.

Varshitha Chennamsetti, Gregor von Laszewski, Ruochen Gu, Laiba Mehnaz, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam, Sergey V. Samsonau, Geoffrey C. Fox

CoRR, 2024

Unsupervised Few-Shot Image Segmentation with Dense Feature Learning and Sparse Clustering.

Kuangdai Leng, Robert Atwood, Winfried Kockelmann, Deniza Chekrygina, Jeyan Thiyagalingam

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis.

Huafeng Hu, Ruijie Ye, Jeyan Thiyagalingam, Frans Coenen, Jionglong Su

Appl. Intell., September, 2023

Memory-Aware Attentive Control for Community Question Answering With Knowledge-Based Dual Refinement.

Jinmeng Wu, Tingting Mu, Jeyan Thiyagalingam, John Yannis Goulermas

IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Zero Coordinate Shift: Whetted Automatic Differentiation for Physics-informed Operator Learning.

Kuangdai Leng, Mallikarjun Shankar, Jeyan Thiyagalingam

CoRR, 2023

Padding-Free Convolution Based on Preservation of Differential Characteristics of Kernels.

Kuangdai Leng, Jeyan Thiyagalingam

Proceedings of the International Conference on Machine Learning and Applications, 2023

Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations.

Jaehoon Cha, Jeyan Thiyagalingam

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.

Gregor von Laszewski, Jacques Phillipe Fleischer, Geoffrey C. Fox, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam

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.

Kuangdai Leng, Jeyan Thiyagalingam

CoRR, 2022

Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data.

Jola Mirecka, Marjan Famili, Anna Kotanska, Nikolai Juraschko, Beatriz Costa-Gomes, Colin M. Palmer, Jeyan Thiyagalingam, Tom Burnley, Mark Basham, Alan R. Lowe

CoRR, 2022

CNN-based Classification Framework for Lung Tissues with Auxiliary Information.

Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su

CoRR, 2022

Discovering the building blocks of dark matter halo density profiles with neural networks.

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras

CoRR, 2022

Disentangling Autoencoders (DAE).

Jaehoon Cha, Jeyan Thiyagalingam

CoRR, 2022

AI Benchmarking for Science: Efforts from the MLCommons Science Working Group.

Jeyan Thiyagalingam, Gregor von Laszewski, Junqi Yin, Murali Emani, Juri Papay, Gregg Barrett, Piotr Luszczek, Aristeidis Tsaris, Christine R. Kirkpatrick, Feiyi Wang, Tom Gibbs, Venkatram Vishwanath, Mallikarjun Shankar, Geoffrey C. Fox, Tony Hey

Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022

Improved Imaging by Invex Regularizers with Global Optima Guarantees.

Samuel Pinilla, Tingting Mu, Neil Bourne, Jeyan Thiyagalingam

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.

Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Yanqun Tang, Wei Wang, Zhiguo Ding, Octavia A. Dobre

IEEE Trans. Veh. Technol., 2021

A Parallel Retrodiction Algorithm for Large-Scale Multitarget Tracking.

Siu Lun Yeung, Sean Tager, Paul Wilson, Ratnasingham Tharmarasa, Wes Armour, Jeyarajan Thiyagalingam

IEEE Trans. Aerosp. Electron. Syst., 2021

A Multilane Tracking Algorithm Using IPDA with Intensity Feature.

Behzad Akbari, Jeyan Thiyagalingam, Richard Lee, Thia Kirubarajan

Sensors, 2021

Deploying the Big Data Science Center at the Shanghai Synchrotron Radiation Facility: the first superfacility platform in China.

Chunpeng Wang, Feng Yu, Yiyang Liu, Xiaoyun Li, Jige Chen, Jeyan Thiyagalingam, Alessandro Sepe

Mach. Learn. Sci. Technol., 2021

Scientific Machine Learning Benchmarks.

Jeyan Thiyagalingam, Mallikarjun Shankar, Geoffrey C. Fox, Tony Hey

CoRR, 2021

Efficiency Near the Edge: Increasing the Energy Efficiency of FFTs on GPUs for Real-Time Edge Computing.

Karel Adámek, Jan Novotný, Jeyarajan Thiyagalingam, Wesley Armour

IEEE Access, 2021

Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes.

Kai Hou Yip, Quentin Changeat, Ingo P. Waldmann, Eyup B. Unlu, Roy T. Forestano, Alexander Roman, Katia Matcheva, Konstantin T. Matchev, Stefan Stefanov, Ondrej Podsztavek, Mario Morvan, Nikolaos Nikolaou, Ahmed F. Al-Refaie, Clare Jenner, Chris Johnson, Angelos Tsiaras, Billy Edwards, Catarina Alves de Oliveira, Jeyan Thiyagalingam, Pierre-Olivier Lagage, James Cho, Giovanna Tinetti

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

Spectral-Energy Efficiency Trade-Off-Based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems.

Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Jie Tang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

IEEE Trans. Wirel. Commun., 2020

An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts.

Xinjian Gao, Tingting Mu, John Yannis Goulermas, Jeyarajan Thiyagalingam, Meng Wang

IEEE Trans. Image Process., 2020

Correlation Filter Selection for Visual Tracking Using Reinforcement Learning.

Yanchun Xie, Jimin Xiao, Kaizhu Huang, Jeyarajan Thiyagalingam, Yao Zhao

IEEE Trans. Circuits Syst. Video Technol., 2020

MILP Formulation for Aircraft Path Planning in Persistent Surveillance.

Yan Zuo, Ratnasingham Tharmarasa, Rahim Jassemi-Zargani, Nathan Kashyap, Jeyarajan Thiyagalingam, Thiagalingam Kirubarajan

IEEE Trans. Aerosp. Electron. Syst., 2020

Evaluating Auto-Vectorizing Compilers through Objective Withdrawal of Useful Information.

Sergi Siso, Wes Armour, Jeyarajan Thiyagalingam

ACM Trans. Archit. Code Optim., 2020

A Novel Method for Sea-Land Clutter Separation Using Regularized Randomized and Kernel Ridge Neural Networks.

Le Zhang, Jeyan Thiyagalingam, Anke Xue, Shu-Wen Xu

Sensors, 2020

Building interactive sentence-aware representation based on generative language model for community question answering.

Jinmeng Wu, Tingting Mu, Jeyarajan Thiyagalingam, John Yannis Goulermas

Neurocomputing, 2020

Deep learning insights into cosmological structure formation.

Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam

CoRR, 2020

2019

Energy Efficient Beamforming Design for MISO Non-Orthogonal Multiple Access Systems.

Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

IEEE Trans. Commun., 2019

Speed-adaptive multi-copy routing for vehicular delay tolerant networks.

Fuquan Zhang, Jeyarajan Thiyagalingam, Thia Kirubarajan, Shu-Wen Xu

Future Gener. Comput. Syst., 2019

Machine Learning and Big Scientific Data.

Tony Hey, Keith Butler, Sam Jackson, Jeyarajan Thiyagalingam

CoRR, 2019

A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler.

Alessandro Varsi, Lykourgos Kekempanos, Jeyarajan Thiyagalingam, Simon Maskell

CoRR, 2019

Energy Efficiency Optimization for Secure Transmission in MISO Cognitive Radio Network With Energy Harvesting.

Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Wei Wang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

IEEE Access, 2019

Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems.

Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Energy Efficiency Fairness Beamforming Designs for MISO NOMA Systems.

Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

2018

Low-complexity adaptive broadband beamforming based on the non-uniform decomposition method.

Shurui Zhang, Jeyarajan Thiyagalingam, Weixing Sheng, Thia Kirubarajan, Xiaofeng Ma

Signal Process., 2018

Multi-object Bayesian filters with amplitude information in clutter background.

Bin Yang, Jun Wang, Changshun Yuan, Jeyarajan Thiyagalingam, Thia Kirubarajan

Signal Process., 2018

Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach.

Hajar Al-Hujailan, Frans Coenen, Jo Dukes-McEwan, Jeyarajan Thiyagalingam

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

2017

MapReduce particle filtering with exact resampling and deterministic runtime.

Jeyarajan Thiyagalingam, Lykourgos Kekempanos, Simon Maskell

EURASIP J. Adv. Signal Process., 2017

Fast and reliable human action recognition in video sequences by sequential analysis.

Hui Fang, Jeyarajan Thiyagalingam, Nik Bessis, Eran A. Edirisinghe

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.

Manal Al-Rawahi, Eran A. Edirisinghe, Jeyarajan Thiyagalingam

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

2015

Glyph-Based Video Visualization for Semen Analysis.

Brian Duffy, Jeyarajan Thiyagalingam, Simon J. Walton, David J. Smith, Anne E. Trefethen, Jackson C. Kirkman-Brown, Eamonn A. Gaffney, Min Chen

IEEE Trans. Vis. Comput. Graph., 2015

2014

Real-time Pedestrian Surveillance with Top View Cumulative Grids.

Kai Berger, Jeyarajan Thiyagalingam

CoRR, 2014

Visual Multiplexing.

Min Chen, Simon J. Walton, Kai Berger, Jeyarajan Thiyagalingam, Brian Duffy, Hui Fang, Cameron Holloway, Anne E. Trefethen

Comput. Graph. Forum, 2014

2013

Design and initial performance of a high-level unstructured mesh framework on heterogeneous parallel systems.

Gihan R. Mudalige, Mike B. Giles, Jeyarajan Thiyagalingam, I. Z. Reguly, Carlo Bertolli, Paul H. J. Kelly, Anne E. Trefethen

Parallel Comput., 2013

Energy-aware software: Challenges, opportunities and strategies.

Anne E. Trefethen, Jeyarajan Thiyagalingam

J. Comput. Sci., 2013

Complexity Plots.

Jeyarajan Thiyagalingam, Simon J. Walton, Brian Duffy, Anne E. Trefethen, Min Chen

Comput. Graph. Forum, 2013

The Effect of Topology-Aware Process and Thread Placement on Performance and Energy.

Albert Solernou, Jeyarajan Thiyagalingam, Mihai C. Duta, Anne E. Trefethen

Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

2011

On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences.

Jeyarajan Thiyagalingam, Daniel Goodman, Julia A. Schnabel, Anne E. Trefethen, Vicente Grau

Int. J. Biomed. Imaging, 2011

Breaking the GPU programming barrier with the auto-parallelising SAC compiler.

Jing Guo, Jeyarajan Thiyagalingam, Sven-Bodo Scholz

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.

Jing Guo, Antonio Wendell De Oliveira Rodrigues, Jeyarajan Thiyagalingam, Frédéric Guyomarc'h, Pierre Boulet, Sven-Bodo Scholz

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

Parallel Simulation for Parameter Estimation of Optical Tissue Properties.

Mihai C. Duta, Jeyarajan Thiyagalingam, Anne E. Trefethen, Ayush Goyal, Vicente Grau, Nic Smith

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

2009

Towards Compiling SAC to CUDA.

Jing Guo, Jeyarajan Thiyagalingam, Sven-Bodo Scholz

Proceedings of the Tenth Symposium on Trends in Functional Programming, 2009

2008

Advanced Grid Programming with Components: A Biometric Identification Case Study.

Thomas Weigold, Peter Buhler, Jeyarajan Thiyagalingam, Artie Basukoski, Vladimir Getov

Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007

Component-Based Development Environment for Grid Systems: Design and Implementation.

Artie Basukoski, Vladimir Getov, Jeyarajan Thiyagalingam, Stavros Isaiadis

Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006

Is Morton layout competitive for large two-dimensional arrays yet?

Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly

Concurr. Comput. Pract. Exp., 2006

A Metadata Extracting Tool for Software Components in Grid Applications.

Jeyarajan Thiyagalingam, Vladimir Getov

Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 2006

Domain-Specific Metadata for Model Validation and Performance Optimisation.

Jeyarajan Thiyagalingam, Vladimir Getov, Sofia Panagiotidi, Olav Beckmann, John Darlington

Proceedings of the Achievements in European Research on Grid Systems: CoreGRID Integration Workshop 2006, 2006

2005

Alternative array storage layouts for regular scientific programs.

Jeyarajan Thiyagalingam

PhD thesis, 2005

Minimizing Associativity Conflicts in Morton Layout.

Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly

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.

Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly

Proceedings of the Languages and Compilers for Parallel Computing, 2003

2002

Is Morton Layout Competitive for Large Two-Dimensional Arrays?

Jeyarajan Thiyagalingam, Paul H. J. Kelly

Proceedings of the Euro-Par 2002, 2002