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Xuan Yang

Stanford University

10

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606

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Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators.

2020 ASPLOS | Architectural Support for Programming Languages and Operating Systems
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TANGRAM: Optimized Coarse-Grained Dataflow for Scalable NN Accelerators.

2019 ASPLOS | Architectural Support for Programming Languages and Operating Systems
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DNN Dataflow Choice Is Overrated.

2018 arXiv: Distributed, Parallel, and Cluster Computing
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TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory

2017 ASPLOS | Architectural Support for Programming Languages and Operating Systems
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Programming Heterogeneous Systems from an Image Processing DSL

2017 ACM Transactions on Architecture and Code Optimization
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Programming Heterogeneous Systems from an Image Processing DSL

2016 arXiv: Software Engineering
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A Systematic Approach to Blocking Convolutional Neural Networks

2016 arXiv: Distributed, Parallel, and Cluster Computing
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FPMax: a 106GFLOPS/W at 217GFLOPS/mm2 Single-Precision FPU, and a 43.7GFLOPS/W at 74.6GFLOPS/mm2 Double-Precision FPU, in 28nm UTBB FDSOI.

2016 arXiv: Hardware Architecture
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The Next Generation's Personal File System Management

2013
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