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Employment (1)

US Army Research Laboratory: Los Angeles, CA, US

2017-01-01 to present | Computer Scientist (Computing Architectures Branch)
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Rajgopal Kannan

Works (10)

FAST: FPGA Acceleration of Fully Homomorphic Encryption with Efficient Bootstrapping

2025-02-27 | Conference paper
DOI: 10.1145/3706628.3708879
Contributors: Zhihan Xu; Tian Ye; Rajgopal Kannan; Viktor K. Prasanna
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OLA: An FPGA-based <u>O</u>ver<u>l</u>ay <u>A</u>ccelerator for Privacy Preserving Machine Learning with Homomorphic Encryption

2025-02-27 | Conference paper
DOI: 10.1145/3706628.3708868
Contributors: Yang Yang; Rajgopal Kannan; Viktor K. Prasanna
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Sparse MTTKRP Acceleration for Tensor Decomposition on GPU

2024-05-07 | Conference paper
DOI: 10.1145/3649153.3649187
Contributors: Sasindu Wijeratne; Rajgopal Kannan; Viktor Prasanna
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Label Efficient Regularization and Propagation for Graph Node Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
DOI: 10.1109/TPAMI.2023.3309970
Contributors: Tian Xie; Rajgopal Kannan; C.-C. Jay Kuo
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Phases, Modalities, Spatial and Temporal Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics

2023-11-12 | Conference paper
DOI: 10.1145/3581784.3607043
Contributors: Pengmiao Zhang; Rajgopal Kannan; Viktor K. Prasanna
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Training Heterogeneous Graph Neural Networks using Bandit Sampling

2023-10-21 | Conference paper
DOI: 10.1145/3583780.3615276
Contributors: Ta-Yang Wang; Rajgopal Kannan; Viktor Prasanna
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Parallel Peeling of Bipartite Networks for Hierarchical Dense Subgraph Discovery

ACM Transactions on Parallel Computing
2023-06-30 | Journal article
DOI: 10.1145/3583084
Contributors: Kartik Lakhotia; Rajgopal Kannan; Viktor Prasanna
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Crossref

A Framework for Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform via on-chip Dynamic Tree Management

2023-02-12 | Conference paper
DOI: 10.1145/3543622.3573177
Contributors: Yuan Meng; Rajgopal Kannan; Viktor Prasanna
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Accelerating Sparse MTTKRP for Tensor Decomposition on FPGA

2023-02-12 | Conference paper
DOI: 10.1145/3543622.3573179
Contributors: Sasindu Wijeratne; Ta-Yang Wang; Rajgopal Kannan; Viktor Prasanna
Source: check_circle
Crossref

Accelerating Allreduce With In-Network Reduction on Intel PIUMA

IEEE Micro
2022-03-01 | Journal article
DOI: 10.1109/MM.2021.3139092
Contributors: Kartik Lakhotia; Fabrizio Petrini; Rajgopal Kannan; Viktor Prasanna
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