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@GATECH-EIC

EIC@GaTech

Efficient and Intelligent Computing Lab

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  1. Early-Bird-Tickets Early-Bird-Tickets Public

    [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

    Python 136 28

  2. HW-NAS-Bench HW-NAS-Bench Public

    [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark

    Python 100 16

  3. ViTCoD ViTCoD Public

    [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

    Python 83 10

  4. ShiftAddNet ShiftAddNet Public

    [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network

    Python 66 18

  5. AutoDNNchip AutoDNNchip Public

    Python 66 13

  6. BNS-GCN BNS-GCN Public

    [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling" by Cheng Wan, Youjie Li, Ang Li, Nam Sung Kim, Yin…

    Python 48 8

Repositories

Showing 10 of 41 repositories
  • ACT Public

    [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration

    GATECH-EIC/ACT’s past year of commit activity
    Python 3 0 0 0 Updated Jun 30, 2024
  • Edge-LLM Public

    [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting

    GATECH-EIC/Edge-LLM’s past year of commit activity
    Python 3 0 0 0 Updated Jun 30, 2024
  • ShiftAddLLM Public

    ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

    GATECH-EIC/ShiftAddLLM’s past year of commit activity
    Python 37 Apache-2.0 5 1 0 Updated Jun 14, 2024
  • Linearized-LLM Public

    [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models

    GATECH-EIC/Linearized-LLM’s past year of commit activity
    Python 7 Apache-2.0 1 0 0 Updated Jun 12, 2024
  • Castling-ViT Public

    [CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference

    GATECH-EIC/Castling-ViT’s past year of commit activity
    Python 24 Apache-2.0 1 1 0 Updated Mar 14, 2024
  • NeRFool Public

    [ICML 2023] "NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations" by Yonggan Fu, Ye Yuan, Souvik Kundu, Shang Wu, Shunyao Zhang, Yingyan (Celine) Lin

    GATECH-EIC/NeRFool’s past year of commit activity
    Python 13 MIT 1 0 0 Updated Mar 10, 2024
  • CPT Public

    [ICLR 2021] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, Yingyan Lin

    GATECH-EIC/CPT’s past year of commit activity
    Python 29 MIT 6 2 1 Updated Mar 2, 2024
  • ShiftAddViT Public

    [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer

    GATECH-EIC/ShiftAddViT’s past year of commit activity
    Python 27 Apache-2.0 0 1 0 Updated Dec 6, 2023
  • TinyML2023EIC-Gatech-Open Public
    GATECH-EIC/TinyML2023EIC-Gatech-Open’s past year of commit activity
    C 6 0 0 0 Updated Oct 19, 2023
  • BNS-GCN Public

    [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling" by Cheng Wan, Youjie Li, Ang Li, Nam Sung Kim, Yingyan Lin

    GATECH-EIC/BNS-GCN’s past year of commit activity
    Python 48 MIT 8 0 0 Updated Oct 6, 2023
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