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1. Mano-Restriking-Manifold-Optimization-for-LLM-Training Mano-Restriking-Manifold-Optimization-for-LLM-Training Public

   The official code of "Mano: Restriking Manifold Optimization for LLM Training".

   Python 24 4

2. piecewise-sparse-attention piecewise-sparse-attention Public

   Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers

   Jupyter Notebook 27 2

3. Golden-Noise-for-Diffusion-Models Golden-Noise-for-Diffusion-Models Public

   [ICCV2025] The code of our work "Golden Noise for Diffusion Models: A Learning Framework".

   Python 194 9

4. Zigzag-Diffusion-Sampling Zigzag-Diffusion-Sampling Public

   [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection".

   Python 100 3

5. Lightning-Unified-Video-Editor-via-In-Context-Sparse-Attention Lightning-Unified-Video-Editor-via-In-Context-Sparse-Attention Public

   [ICML 2026] The official code for our work "Lightning Unified Video Editor via In-Context Sparse Attention".

   Python 23

6. Weak-to-Strong-Diffusion-with-Reflection Weak-to-Strong-Diffusion-with-Reflection Public

   [ICLR2026] The official code of "Weak-to-Strong Diffusion with Reflection".

   Jupyter Notebook 58