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@MAGICS-LAB

MAGICS-LAB

Northwestern University MAGICS Labs

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  1. DNABERT_2 DNABERT_2 Public

    [ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome

    Shell 435 89

  2. SparseModernHopfield SparseModernHopfield Public

    [NeurIPS 2023] On Sparse Modern Hopfield Model

    Python 54 9

  3. OutEffHop OutEffHop Public

    [ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

    Python 20 4

  4. GERM GERM Public

    [ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

    Python 17 2

  5. STanHop STanHop Public

    [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

    Python 25 2

  6. Chain-of-Actions Chain-of-Actions Public

    [ICLR 2025] Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models

    Python 5 3

Repositories

Showing 10 of 23 repositories
  • flow_kl Public

    On Flow Matching KL Divergence

    MAGICS-LAB/flow_kl’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 10, 2025
  • hallucination Public

    Are Hallucinations Bad Estimations?

    MAGICS-LAB/hallucination’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 3, 2025
  • algo_emu Public

    In‑Context Algorithm Emulation in Fixed‑Weight Transformers

    MAGICS-LAB/algo_emu’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Sep 26, 2025
  • GenoArmory Public

    GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models

    MAGICS-LAB/GenoArmory’s past year of commit activity
    Python 36 MIT 3 0 0 Updated Sep 20, 2025
  • Genome_Factory Public

    An Integrated Library for Tuning, Deploying and Interpreting Genomic Models

    MAGICS-LAB/Genome_Factory’s past year of commit activity
    Python 118 1 0 0 Updated Sep 20, 2025
  • DNABERT_2 Public

    [ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome

    MAGICS-LAB/DNABERT_2’s past year of commit activity
    Shell 435 Apache-2.0 89 50 1 Updated Aug 14, 2025
  • XLLM Public Forked from robinzixuan/XLLM

    [USENIX Security 2025] Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs’ Ethical Boundaries

    MAGICS-LAB/XLLM’s past year of commit activity
    Python 1 MIT 5 0 0 Updated Jul 11, 2025
  • GERM Public

    [ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

    MAGICS-LAB/GERM’s past year of commit activity
    Python 17 MIT 2 0 0 Updated Jun 19, 2025
  • DAPA Public

    Decoupled Alignment for Robust Plug-and-Play Adaptation

    MAGICS-LAB/DAPA’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Jun 11, 2025
  • SMUTF Public Forked from fireindark707/Python-Schema-Matching

    [Information System] SMUTF: Schema Matching Using Generative Tags and Hybrid Features

    MAGICS-LAB/SMUTF’s past year of commit activity
    Python 4 Apache-2.0 13 0 0 Updated May 4, 2025

People

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