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@GATECH-EIC

EIC@GaTech

Efficient and Intelligent Computing Lab

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  1. Early-Bird-Tickets Public

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

    Python 138 28

  2. HW-NAS-Bench Public

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

    Python 111 20

  3. ViTCoD Public

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

    Python 109 12

  4. ShiftAddLLM Public

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

    Python 109 16

  5. ShiftAddNet Public

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

    Python 73 18

  6. AutoDNNchip Public

    Python 71 13

Repositories

Showing 10 of 49 repositories
  • LaCache Public

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

    Python 8 BSD-3-Clause 0 0 0 Updated Jul 22, 2025
  • DiffCR Public

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

    Python 8 Apache-2.0 0 1 0 Updated May 19, 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.

    Python 2 0 0 0 Updated May 5, 2025
  • LongMamba Public

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

    Python 9 0 1 0 Updated Apr 26, 2025
  • torchshiftadd Public

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

    Python 13 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.

    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.

    Python 14 MIT 3 0 0 Updated Dec 13, 2024
  • ShiftAddLLM Public

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

    Python 109 Apache-2.0 16 5 0 Updated Oct 15, 2024
  • mg-verilog Public
    Python 47 MIT 9 0 0 Updated Oct 8, 2024
  • LLM4HWDesign_Starting_Toolkit Public

    LLM4HWDesign Starting Toolkit

    Python 17 4 1 0 Updated Oct 4, 2024

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