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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 137 28

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

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

    Python 103 16

  3. ViTCoD ViTCoD Public

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

    Python 97 11

  4. ShiftAddNet ShiftAddNet Public

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

    Python 69 18

  5. AutoDNNchip AutoDNNchip Public

    Python 69 14

  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 52 10

Repositories

Showing 10 of 44 repositories
  • ShiftAddLLM Public

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

    GATECH-EIC/ShiftAddLLM’s past year of commit activity
    Python 85 Apache-2.0 9 5 0 Updated Oct 15, 2024
  • mg-verilog Public
    GATECH-EIC/mg-verilog’s past year of commit activity
    Python 30 MIT 6 0 0 Updated Oct 8, 2024
  • LLM4HWDesign_Starting_Toolkit Public

    LLM4HWDesign Starting Toolkit

    GATECH-EIC/LLM4HWDesign_Starting_Toolkit’s past year of commit activity
    Python 16 4 1 0 Updated Oct 4, 2024
  • Omni-Recon Public

    [ECCV 2024 Oral] "Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields" by Yonggan Fu, Huaizhi Qu, Zhifan Ye, Chaojian Li, Kevin Zhao, and Yingyan (Celine) Lin

    GATECH-EIC/Omni-Recon’s past year of commit activity
    4 0 0 0 Updated Sep 16, 2024
  • 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 21 0 1 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 31 4 2 0 Updated Jun 30, 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 25 Apache-2.0 1 1 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 25 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 14 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 30 MIT 6 2 1 Updated Mar 2, 2024
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