Xueyuan Liu


Ph.D. Student @ ACALab, CSE, Shanghai Jiao Tong University

News

2024.03 Our paper “FusionArch: A Fusion-Based Accelerator for Point-Based Point Cloud Neural Networks” has received Best Paper Award from DATE 2024.

2024.02 Our paper “MoC: A Morton-Code-Based Fine-Grained Quantization for Accelerating Point Cloud Neural Networks” has been accepted by DAC.

2023.11 Our paper “FusionArch: A Fusion-Based Accelerator for Point-Based Point Cloud Neural Networks” has been nominated as a Best Paper Award Candidate.

2023.11 Our paper “FusionArch: A Fusion-Based Accelerator for Point-Based Point Cloud Neural Networks” has been accepted by DATE.

2023.11 Our paper “Sava: A Spatial- and Value-Aware Accelerator for Point Cloud Transformers” has been accepted by DATE.

Research

Current research interests focuses on:

  • Neural Network Accelerator (神经网络加速器)
  • General-Purpose Graphics Processing Units (GPGPU) (通用图形处理器)
  • Point Cloud (点云)
    • Point Cloud Neural Network (点云神经网络)
    • Point Cloud Compression (点云压缩)
    • Point Cloud Rendering (点云渲染)

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