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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 140 29

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

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

    Python 114 19

  3. ViTCoD ViTCoD Public

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

    Python 125 14

  4. ShiftAddLLM ShiftAddLLM Public

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

    Python 111 19

  5. ShiftAddNet ShiftAddNet Public

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

    Python 74 18

  6. AutoDNNchip AutoDNNchip Public

    Python 71 14

Repositories

Showing 10 of 51 repositories
  • 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 17 BSD-3-Clause 2 0 0 Updated Nov 4, 2025
  • 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 4 0 0 0 Updated Oct 14, 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 1 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 9 Apache-2.0 1 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 11 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
  • AmoebaLLM Public

    [NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu, Junwei Li, Jiayi Qian, Yongan Zhang, Xiangchi Yuan, Dachuan Shi, Roman Yakunin, and Yingyan (Celine) Lin.

    GATECH-EIC/AmoebaLLM’s past year of commit activity
    Python 18 MIT 3 0 0 Updated Dec 13, 2024
  • ShiftAddLLM Public

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

    GATECH-EIC/ShiftAddLLM’s past year of commit activity
    Python 111 Apache-2.0 19 5 0 Updated Oct 15, 2024
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