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@LOG-postech

LOG-postech

Lee Optimization Group at POSTECH

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  1. rethinking-LLM-pruning rethinking-LLM-pruning Public

    [EMNLP 2024] Official implementation of "Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization"

    Python 29 4

  2. Sassha Sassha Public

    [ICML 2025] Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"

    Python 26 2

  3. SAM-overparam SAM-overparam Public

    [UAI 2025] Official implementation of "Critical Influence of Overparameterization on Sharpness-aware Minimization"

    Python 21

  4. ZIP ZIP Public

    Python 19 1

  5. elsa elsa Public

    [ICLR 2026] Official pytorch implementation of The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM

    Python 15 4

  6. safe-jax safe-jax Public

    [ICML 2025 Spotlight] Official JAX implementation of SAFE: Finding Sparse and Flat Minima to Improve Pruning

    Python 14 1

Repositories

Showing 10 of 14 repositories
  • LOG-postech.github.io Public
    LOG-postech/LOG-postech.github.io's past year of commit activity
    HTML 0 0 0 0 Updated Oct 2, 2026
  • hidden-in-plain-sight Public
    LOG-postech/hidden-in-plain-sight's past year of commit activity
    0 0 0 0 Updated Sep 6, 2026
  • log_acceleration_leaderboard Public
    LOG-postech/log_acceleration_leaderboard's past year of commit activity
    Python 0 0 0 0 Updated Jul 1, 2026
  • self-fv-icl Public

    [ACL 2026] Official implementation of "Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence"

    LOG-postech/self-fv-icl's past year of commit activity
    Python 13 MIT 5 0 0 Updated Jun 22, 2026
  • basis-rotation Public

    [ICML 2026] Official implementation of "Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation"

    LOG-postech/basis-rotation's past year of commit activity
    Python 14 3 0 0 Updated May 19, 2026
  • safe-jax Public

    [ICML 2025 Spotlight] Official JAX implementation of SAFE: Finding Sparse and Flat Minima to Improve Pruning

    LOG-postech/safe-jax's past year of commit activity
    Python 14 Apache-2.0 1 0 0 Updated Apr 3, 2026
  • elsa Public

    [ICLR 2026] Official pytorch implementation of The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM

    LOG-postech/elsa's past year of commit activity
    Python 15 4 0 1 Updated Feb 21, 2026
  • CBM-Noise Public

    A repository of "An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations (NeurIPS 2025)"

    LOG-postech/CBM-Noise's past year of commit activity
    Python 4 0 0 0 Updated Feb 5, 2026
  • ZIP Public
    LOG-postech/ZIP's past year of commit activity
    Python 19 1 0 0 Updated Nov 10, 2025
  • Sassha Public

    [ICML 2025] Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"

    LOG-postech/Sassha's past year of commit activity
    Python 26 2 2 1 Updated Aug 11, 2025
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