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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 141 28

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

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

    Python 118 20

  3. ViTCoD ViTCoD Public

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

    Python 134 14

  4. ShiftAddLLM ShiftAddLLM Public

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

    Python 114 19

  5. ShiftAddNet ShiftAddNet Public

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

    Python 74 18

  6. AutoDNNchip AutoDNNchip Public

    Python 74 14

Repositories

Showing 10 of 53 repositories
  • NeRArch-Sim Public
    GATECH-EIC/NeRArch-Sim's past year of commit activity
    C++ 5 MIT 0 0 0 Updated Jun 30, 2026
  • R2-dLLM Public
    GATECH-EIC/R2-dLLM's past year of commit activity
    Python 1 0 0 0 Updated Jun 3, 2026
  • PostDiff Public

    [ICCV 2025] Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment

    GATECH-EIC/PostDiff's past year of commit activity
    Python 5 0 0 0 Updated Feb 3, 2026
  • LaCache Public

    [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models

    GATECH-EIC/LaCache's past year of commit activity
    Python 16 BSD-3-Clause 2 0 0 Updated Nov 4, 2025
  • LAMB Public
    GATECH-EIC/LAMB's past year of commit activity
    Python 4 0 1 0 Updated Aug 26, 2025
  • Early-Bird-Diffusion Public

    [CVPR 2025] "Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training" by Lexington Whalen, Zhenbang Du, Haoran You, Chaojian Li, Sixu Li, and Yingyan (Celine) Lin.

    GATECH-EIC/Early-Bird-Diffusion's past year of commit activity
    Python 3 0 0 0 Updated Aug 24, 2025
  • DiffCR Public

    Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers

    GATECH-EIC/DiffCR's past year of commit activity
    Python 10 Apache-2.0 2 2 0 Updated May 19, 2025
  • LongMamba Public

    A training-free method for extending the context length of SSMs (State Space Models) and hybrid architectures.

    GATECH-EIC/LongMamba's past year of commit activity
    Python 14 1 1 0 Updated Apr 26, 2025
  • torchshiftadd Public

    An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.

    GATECH-EIC/torchshiftadd's past year of commit activity
    Python 14 Apache-2.0 0 0 0 Updated Feb 3, 2025
  • 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
    Python 8 MIT 0 1 0 Updated Dec 14, 2024
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