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  1. reasoning-probingreasoning-probingPublic

    Official code for ICML 2026 paper "Do Sparse Autoencoders Identify Reasoning Features in Language Models?"

    Python 5

  2. feature-interpfeature-interpPublic

    Official code for NeurIPS 2025 paper "Revising and Falsifying Sparse Autoencoder Feature Explanations".

    Python 3

  3. canonicalizationcanonicalizationPublic

    Official code for NeurIPS 2024 paper "A Canonicalization Perspective on Invariant and Equivariant Learning".

    Python 2

  4. laplacian-canonizationlaplacian-canonizationPublic

    Official code for NeurIPS 2023 paper "Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding".

    Python 2

  5. reasoning-dimensionreasoning-dimensionPublic

    Measuring the intrinsic dimensions of reasoning manifolds in language models.

    Python

  6. sysy-compilersysy-compilerPublic

    A toy SysY compiler for the PKU compiler course project, 2023 spring.

    C++ 15 1