• Publications
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TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
There is an increasing need to bring machine learning to a wide diversity of hardware devices. Current frameworks rely on vendor-specific operator libraries and optimize for a narrow range ofExpand
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TVM: End-to-End Optimization Stack for Deep Learning
Scalable frameworks, such as TensorFlow, MXNet, Caffe, and PyTorch drive the current popularity and utility of deep learning. However, these frameworks are optimized for a narrow range ofExpand
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Gunrock: GPU Graph Analytics
For large-scale graph analytics on the GPU, the irregularity of data access and control flow, and the complexity of programming GPUs, have presented two significant challenges to developing aExpand
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A novel hybrid color image encryption algorithm using two complex chaotic systems
Abstract Based on complex Chen and complex Lorenz systems, a novel color image encryption algorithm is proposed. The larger chaotic ranges and more complex behaviors of complex chaotic systems, whichExpand
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An improvement color image encryption algorithm based on DNA operations and real and complex chaotic systems
Abstract Based on deoxyribonucleic acid (DNA for short) sequence exclusive OR (XOR for short) operation and real and complex chaotic systems, a new improvement color image encryption algorithm isExpand
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Fast Parallel Suffix Array on the GPU
We implement two classes of suffix array construction algorithms on the GPU. The first, skew, makes algorithmic improvements to the previous work of Deo and Keely to achieve a speedup of 1.45Expand
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Fast parallel skew and prefix‐doubling suffix array construction on the GPU
Suffix arrays are fundamental full‐text index data structures of importance to a broad spectrum of applications in such fields as bioinformatics, Burrows–Wheeler transform‐based lossless dataExpand
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A Unified Optimization Approach for CNN Model Inference on Integrated GPUs
Modern deep learning applications urge to push the model inference taking place at the edge devices for multiple reasons such as achieving shorter latency, relieving the burden of the networkExpand
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Immobilization of Candida antarctica lipase B onto ECR1030 resin and its application in the synthesis of n‐3 PUFA‐rich triacylglycerols
In this study, Candida antarctica lipase B (CALB) is immobilized onto ECR1030 resin and the obtained immobilized preparation is used for the synthesis of n-3 polyunsaturated fatty acids (PUFA)-richExpand
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