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ORCIDJeyan Thiyagalingam
Jeyarajan Thiyagalingam
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- affiliation: Rutherford Appleton Laboratory, Science and Technology Facilities Council (STFC), Oxon, UK
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2020 – today
- 2024
[j30]Kuangdai Leng
, Mallikarjun Shankar, Jeyan Thiyagalingam:
Zero coordinate shift: Whetted automatic differentiation for physics-informed operator learning. J. Comput. Phys. 505: 112904 (2024)- [j29]Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson, Shaun De Witt, Stanislas Pamela, Rob J. Akers, Jeyan Thiyagalingam:
FAIR-MAST: A fusion device data management system. SoftwareX 27: 101869 (2024) - [j28]Jinmeng Wu, Tingting Mu, Jeyarajan Thiyagalingam, Hanyu Hong, Yanbin Hao, Tianxu Zhang, John Yannis Goulermas:
Iterative Semantic Transformer by Greedy Distillation for Community Question Answering. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3576-3588 (2024) - [c26]Samuel Pinilla, Siu Lun Yeung, Jeyan Thiyagalingam:
Global Convergence of Alternating Direction Method of Multipliers for Invex Objective Losses. ICASSP 2024: 9361-9365 - [c25]Samuel Pinilla, Jeyan Thiyagalingam:
Global Optimality for Non-linear Constrained Restoration Problems via Invexity. ICLR 2024 - [c24]Kuangdai Leng, Robert Atwood, Winfried Kockelmann, Deniza Chekrygina, Jeyan Thiyagalingam:
Unsupervised Few-Shot Image Segmentation with Dense Feature Learning and Sparse Clustering. VISIGRAPP (2): VISAPP 2024: 575-586 - [i19]Saiful Khan, Scott Jones, Benjamin Bach, Jaehoon Cha, Min Chen, Julie Meikle, Jonathan C. Roberts, Jeyan Thiyagalingam, Jo Wood, Panagiotis D. Ritsos:
Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data. CoRR abs/2402.03116 (2024) - [i18]Kuangdai Leng, Jia Bi, Jaehoon Cha, Samuel Pinilla, Jeyan Thiyagalingam:
Deep Learning Evidence for Global Optimality of Gerver's Sofa. CoRR abs/2407.11106 (2024) - 2023
- [j27]Huafeng Hu, Ruijie Ye, Jeyan Thiyagalingam, Frans Coenen, Jionglong Su:
Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis. Appl. Intell. 53(17): 20311-20326 (2023) - [j26]Jinmeng Wu, Tingting Mu, Jeyan Thiyagalingam, John Yannis Goulermas:
Memory-Aware Attentive Control for Community Question Answering With Knowledge-Based Dual Refinement. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 3930-3943 (2023) - [c23]Gregor von Laszewski, Jacques Phillipe Fleischer, Geoffrey C. Fox, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam:
Templated Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh, Applied to the Deep Learning MLCommons Cloudmask Application. e-Science 2023: 1-6 - [c22]Jaehoon Cha, Jeyan Thiyagalingam:
Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations. ICML 2023: 3913-3948 - [c21]Kuangdai Leng, Jeyan Thiyagalingam:
Padding-Free Convolution Based on Preservation of Differential Characteristics of Kernels. ICMLA 2023: 233-240 - [i17]Kuangdai Leng, Jeyan Thiyagalingam:
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels. CoRR abs/2309.06370 (2023) - [i16]Kuangdai Leng, Mallikarjun Shankar, Jeyan Thiyagalingam:
Zero Coordinate Shift: Whetted Automatic Differentiation for Physics-informed Operator Learning. CoRR abs/2311.00860 (2023) - 2022
- [c20]Samuel Pinilla, Tingting Mu, Neil Bourne, Jeyan Thiyagalingam:
Improved Imaging by Invex Regularizers with Global Optima Guarantees. NeurIPS 2022 - [c19]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:
AI Benchmarking for Science: Efforts from the MLCommons Science Working Group. ISC Workshops 2022: 47-64 - [i15]Jaehoon Cha, Jeyan Thiyagalingam:
Disentangling Autoencoders (DAE). CoRR abs/2202.09926 (2022) - [i14]Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras:
Discovering the building blocks of dark matter halo density profiles with neural networks. CoRR abs/2203.08827 (2022) - [i13]Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su:
CNN-based Classification Framework for Lung Tissues with Auxiliary Information. CoRR abs/2206.06701 (2022) - [i12]Jola Mirecka, Marjan Famili, Anna Kotanska, Nikolai Juraschko, Beatriz Costa-Gomes, Colin M. Palmer, Jeyan Thiyagalingam, Tom Burnley, Mark Basham, Alan R. Lowe:
Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data. CoRR abs/2209.04517 (2022) - [i11]Kuangdai Leng, Jeyan Thiyagalingam:
On the Compatibility between a Neural Network and a Partial Differential Equation for Physics-informed Learning. CoRR abs/2212.00270 (2022) - 2021
- [j25]Karel Adámek, Jan Novotný, Jeyarajan Thiyagalingam, Wesley Armour:
Efficiency Near the Edge: Increasing the Energy Efficiency of FFTs on GPUs for Real-Time Edge Computing. IEEE Access 9: 18167-18182 (2021) - [j24]Chunpeng Wang, Feng Yu, Yiyang Liu, Xiaoyun Li, Jige Chen, Jeyan Thiyagalingam, Alessandro Sepe:
Deploying the Big Data Science Center at the Shanghai Synchrotron Radiation Facility: the first superfacility platform in China. Mach. Learn. Sci. Technol. 2(3): 35003 (2021) - [j23]Behzad Akbari, Jeyan Thiyagalingam, Richard Lee, Thia Kirubarajan:
A Multilane Tracking Algorithm Using IPDA with Intensity Feature. Sensors 21(2): 461 (2021) - [j22]Siu Lun Yeung, Sean Tager, Paul Wilson, Ratnasingham Tharmarasa, Wes Armour, Jeyarajan Thiyagalingam:
A Parallel Retrodiction Algorithm for Large-Scale Multitarget Tracking. IEEE Trans. Aerosp. Electron. Syst. 57(1): 5-21 (2021) - [j21]Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Yanqun Tang, Wei Wang, Zhiguo Ding, Octavia A. Dobre:
Exploiting Deep Learning for Secure Transmission in an Underlay Cognitive Radio Network. IEEE Trans. Veh. Technol. 70(1): 726-741 (2021) - [c18]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:
Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes. NeurIPS (Competition and Demos) 2021: 1-17 - [i10]Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Yanqun Tang, Wei Wang, Zhiguo Ding, Octavia A. Dobre:
Exploiting Deep Learning for Secure Transmission in an Underlay Cognitive Radio Network. CoRR abs/2101.01302 (2021) - [i9]Jeyan Thiyagalingam, Mallikarjun Shankar, Geoffrey C. Fox, Tony Hey:
Scientific Machine Learning Benchmarks. CoRR abs/2110.12773 (2021) - 2020
- [j20]Jinmeng Wu, Tingting Mu, Jeyarajan Thiyagalingam, John Yannis Goulermas:
Building interactive sentence-aware representation based on generative language model for community question answering. Neurocomputing 389: 93-107 (2020) - [j19]Le Zhang, Jeyan Thiyagalingam, Anke Xue, Shu-Wen Xu:
A Novel Method for Sea-Land Clutter Separation Using Regularized Randomized and Kernel Ridge Neural Networks. Sensors 20(22): 6491 (2020) - [j18]Sergi Siso, Wes Armour, Jeyarajan Thiyagalingam:
Evaluating Auto-Vectorizing Compilers through Objective Withdrawal of Useful Information. ACM Trans. Archit. Code Optim. 16(4): 40:1-40:23 (2020) - [j17]Yan Zuo, Ratnasingham Tharmarasa, Rahim Jassemi-Zargani, Nathan Kashyap, Jeyarajan Thiyagalingam, Thiagalingam Kirubarajan:
MILP Formulation for Aircraft Path Planning in Persistent Surveillance. IEEE Trans. Aerosp. Electron. Syst. 56(5): 3796-3811 (2020) - [j16]Yanchun Xie, Jimin Xiao, Kaizhu Huang, Jeyarajan Thiyagalingam, Yao Zhao:
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning. IEEE Trans. Circuits Syst. Video Technol. 30(1): 192-204 (2020) - [j15]Xinjian Gao, Tingting Mu, John Yannis Goulermas, Jeyarajan Thiyagalingam, Meng Wang:
An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts. IEEE Trans. Image Process. 29: 3911-3926 (2020) - [j14]Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Jie Tang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Spectral-Energy Efficiency Trade-Off-Based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems. IEEE Trans. Wirel. Commun. 19(10): 6593-6606 (2020) - [i8]Karel Adámek, Jan Novotný, Jeyarajan Thiyagalingam, Wesley Armour:
Efficiency Near the Edge: Increasing the Energy Efficiency of FFTs on GPUs for Real-time Edge Computing. CoRR abs/2009.06009 (2020) - [i7]Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam:
Deep learning insights into cosmological structure formation. CoRR abs/2011.10577 (2020)
2010 – 2019
- 2019
- [j13]Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Wei Wang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Energy Efficiency Optimization for Secure Transmission in MISO Cognitive Radio Network With Energy Harvesting. IEEE Access 7: 126234-126252 (2019) - [j12]Fuquan Zhang, Jeyarajan Thiyagalingam, Thia Kirubarajan, Shu-Wen Xu:
Speed-adaptive multi-copy routing for vehicular delay tolerant networks. Future Gener. Comput. Syst. 94: 392-407 (2019) - [j11]Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Energy Efficient Beamforming Design for MISO Non-Orthogonal Multiple Access Systems. IEEE Trans. Commun. 67(6): 4117-4131 (2019) - [c17]Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Energy Efficiency Fairness Beamforming Designs for MISO NOMA Systems. WCNC 2019: 1-6 - [c16]Haitham Moffaqq Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems. WCNC 2019: 1-6 - [i6]Alessandro Varsi, Lykourgos Kekempanos, Jeyarajan Thiyagalingam, Simon Maskell:
A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler. CoRR abs/1905.10252 (2019) - [i5]Miao Zhang, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Wei Wang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre:
Energy Efficiency Optimization for Secure Transmission in MISO Cognitive Radio Network with Energy Harvesting. CoRR abs/1908.11608 (2019) - [i4]Tony Hey, Keith Butler, Sam Jackson, Jeyarajan Thiyagalingam:
Machine Learning and Big Scientific Data. CoRR abs/1910.07631 (2019) - 2018
- [j10]Shurui Zhang, Jeyarajan Thiyagalingam, Weixing Sheng, Thia Kirubarajan, Xiaofeng Ma:
Low-complexity adaptive broadband beamforming based on the non-uniform decomposition method. Signal Process. 151: 66-75 (2018) - [j9]Bin Yang, Jun Wang, Changshun Yuan, Jeyarajan Thiyagalingam, Thia Kirubarajan:
Multi-object Bayesian filters with amplitude information in clutter background. Signal Process. 152: 22-34 (2018) - [c15]Hajar Al-Hujailan, Frans Coenen, Jo Dukes-McEwan, Jeyarajan Thiyagalingam:
Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach. PRICAI 2018: 100-112 - [i3]Yanchun Xie, Jimin Xiao, Kaizhu Huang, Jeyarajan Thiyagalingam, Yao Zhao:
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning. CoRR abs/1811.03196 (2018) - 2017
- [j8]Jeyarajan Thiyagalingam, Lykourgos Kekempanos, Simon Maskell:
MapReduce particle filtering with exact resampling and deterministic runtime. EURASIP J. Adv. Signal Process. 2017: 71 (2017) - [c14]Hui Fang, Jeyarajan Thiyagalingam, Nik Bessis, Eran A. Edirisinghe:
Fast and reliable human action recognition in video sequences by sequential analysis. ICIP 2017: 3973-3977 - [i2]Jeyarajan Thiyagalingam, Lykourgos Kekempanos, Simon Maskell:
MapReduce Particle Filtering with Exact Resampling and Deterministic Runtime. CoRR abs/1705.01660 (2017) - 2016
- [c13]Manal Al-Rawahi, Eran A. Edirisinghe, Jeyarajan Thiyagalingam:
Machine Learning-Based Framework for Resource Management and Modelling for Video Analytic in Cloud-Based Hadoop Environment. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 801-807 - 2015
- [j7]Brian Duffy, Jeyarajan Thiyagalingam, Simon J. Walton, David J. Smith, Anne E. Trefethen, Jackson C. Kirkman-Brown, Eamonn A. Gaffney, Min Chen:
Glyph-Based Video Visualization for Semen Analysis. IEEE Trans. Vis. Comput. Graph. 21(8): 980-993 (2015) - 2014
- [j6]Min Chen, Simon J. Walton, Kai Berger, Jeyarajan Thiyagalingam, Brian Duffy, Hui Fang, Cameron Holloway, Anne E. Trefethen:
Visual Multiplexing. Comput. Graph. Forum 33(3): 241-250 (2014) - [i1]Kai Berger, Jeyarajan Thiyagalingam:
Real-time Pedestrian Surveillance with Top View Cumulative Grids. CoRR abs/1402.1359 (2014) - 2013
- [j5]Jeyarajan Thiyagalingam, Simon J. Walton, Brian Duffy, Anne E. Trefethen, Min Chen:
Complexity Plots. Comput. Graph. Forum 32(3): 111-120 (2013) - [j4]Anne E. Trefethen, Jeyarajan Thiyagalingam:
Energy-aware software: Challenges, opportunities and strategies. J. Comput. Sci. 4(6): 444-449 (2013) - [j3]Gihan R. Mudalige, Mike B. Giles, Jeyarajan Thiyagalingam, I. Z. Reguly, Carlo Bertolli, Paul H. J. Kelly, Anne E. Trefethen:
Design and initial performance of a high-level unstructured mesh framework on heterogeneous parallel systems. Parallel Comput. 39(11): 669-692 (2013) - [c12]Albert Solernou, Jeyarajan Thiyagalingam, Mihai C. Duta, Anne E. Trefethen:
The Effect of Topology-Aware Process and Thread Placement on Performance and Energy. ISC 2013: 357-371 - 2011
- [j2]Jeyarajan Thiyagalingam, Daniel Goodman, Julia A. Schnabel, Anne E. Trefethen, Vicente Grau:
On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences. Int. J. Biomed. Imaging 2011: 137604:1-137604:15 (2011) - [c11]Jing Guo, Antonio Wendell De Oliveira Rodrigues, Jeyarajan Thiyagalingam, Frédéric Guyomarc'h, Pierre Boulet, Sven-Bodo Scholz:
Harnessing the Power of GPUs without Losing Abstractions in SAC and ArrayOL: A Comparative Study. IPDPS Workshops 2011: 1183-1190 - [c10]Jing Guo, Jeyarajan Thiyagalingam, Sven-Bodo Scholz:
Breaking the GPU programming barrier with the auto-parallelising SAC compiler. DAMP 2011: 15-24 - 2010
- [c9]Mihai C. Duta, Jeyarajan Thiyagalingam, Anne E. Trefethen, Ayush Goyal, Vicente Grau, Nic Smith:
Parallel Simulation for Parameter Estimation of Optical Tissue Properties. Euro-Par (2) 2010: 51-62
2000 – 2009
- 2009
- [c8]Jing Guo, Jeyarajan Thiyagalingam, Sven-Bodo Scholz:
Towards Compiling SAC to CUDA. Trends in Functional Programming 2009: 33-48 - 2008
- [c7]Thomas Weigold, Peter Buhler, Jeyarajan Thiyagalingam, Artie Basukoski, Vladimir Getov:
Advanced Grid Programming with Components: A Biometric Identification Case Study. COMPSAC 2008: 401-408 - 2007
- [c6]Artie Basukoski, Vladimir Getov, Jeyarajan Thiyagalingam, Stavros Isaiadis:
Component-Based Development Environment for Grid Systems: Design and Implementation. CoreGRID Workshop - Making Grids Work 2007: 119-128 - 2006
- [j1]Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly:
Is Morton layout competitive for large two-dimensional arrays yet? Concurr. Comput. Pract. Exp. 18(11): 1509-1539 (2006) - [c5]Jeyarajan Thiyagalingam, Vladimir Getov, Sofia Panagiotidi, Olav Beckmann, John Darlington:
Domain-Specific Metadata for Model Validation and Performance Optimisation. CoreGRID Integration Workshop 2006: 165-177 - [c4]Jeyarajan Thiyagalingam, Vladimir Getov:
A Metadata Extracting Tool for Software Components in Grid Applications. John Vincent Atanasoff Symposium 2006: 189-196 - 2005
- [b1]Jeyarajan Thiyagalingam:
Alternative array storage layouts for regular scientific programs. Imperial College London, UK, 2005 - [c3]Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly:
Minimizing Associativity Conflicts in Morton Layout. PPAM 2005: 1082-1088 - 2003
- [c2]Jeyarajan Thiyagalingam, Olav Beckmann, Paul H. J. Kelly:
Improving the Performance of Morton Layout by Array Alignment and Loop Unrolling: Reducing the Price of Naivety. LCPC 2003: 241-257 - 2002
- [c1]Jeyarajan Thiyagalingam, Paul H. J. Kelly:
Is Morton Layout Competitive for Large Two-Dimensional Arrays? Euro-Par 2002: 280-288
Coauthor Index
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