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@ML-GSAI ML Group @ RUC

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    34 repositories

    • Diffusion-LLM-Papers

      Public
      A Collection of Papers on Diffusion Language Models
      13•188•2•2•Updated Aug 2, 2026Aug 2, 2026

    • LLaDA

      Public
      Official PyTorch implementation for "Large Language Diffusion Models"
      Python
      •292•4k•87•10•Updated Jul 15, 2026Jul 15, 2026

    • LLaDA-o

      Public
      Python
      •
      Apache License 2.0
      •5•58•1•0•Updated May 16, 2026May 16, 2026

    • PAD

      Public
      Python
      •0•18•2•0•Updated May 1, 2026May 1, 2026

    • LLaDA-1.5

      Public
      3•54•1•0•Updated Apr 14, 2026Apr 14, 2026

    • LLaDA-demo

      Public
      Project page for paper "large language diffusion models"
      JavaScript
      •1•1•0•1•Updated Apr 8, 2026Apr 8, 2026

    • LLaDA-V

      Public
      Python
      •28•358•2•0•Updated Mar 23, 2026Mar 23, 2026

    • Width-Depth-muP

      Public
      Official implementation for our paper "Spectral Condition for μP under Width–Depth Scaling".
      Python
      •
      MIT License
      •2•10•0•0•Updated Mar 1, 2026Mar 1, 2026

    • ESPO

      Public
      Official PyTorch implementation for "Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective"
      Python
      •
      Apache License 2.0
      •3•40•2•0•Updated Jan 25, 2026Jan 25, 2026

    • ReFusion

      Public
      [ICLR 2026] Official PyTorch implementation for "ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding"
      Python
      •6•64•2•0•Updated Dec 26, 2025Dec 26, 2025

    • Scaling-Diffusion-Transformers-muP

      Public
      [NeurIPS 2025] Official implementation for our paper "Scaling Diffusion Transformers Efficiently via μP".
      image-generationscalinghyperparameter-tuning
      image-generationscalinghyperparameter-tuningmupdiffusion-modelsdiffusion-transformer
      Python
      •
      MIT License
      •2•101•0•0•Updated Nov 2, 2025Nov 2, 2025

    • FlexWorld

      Public
      Official PyTorch implementation for "FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis".
      Python
      •
      MIT License
      •6•137•10•0•Updated Sep 11, 2025Sep 11, 2025

    • LLaDA-1.5-Demo

      Public
      The Demo page of LLaDA 1.5.
      JavaScript
      •0•0•0•0•Updated Jun 4, 2025Jun 4, 2025

    • RADD

      Public
      Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data" (ICLR 2025)
      Python
      •
      Apache License 2.0
      •10•84•4•0•Updated May 30, 2025May 30, 2025

    • LLaDA-V-demo

      Public
      JavaScript
      •0•0•0•0•Updated May 23, 2025May 23, 2025

    • Concat-ID

      Public
      Concat-ID: Towards Universal Identity-Preserving Video Synthesis
      Python
      •0•65•12•0•Updated May 7, 2025May 7, 2025

    • eMIGM

      Public
      Official PyTorch implementation for "Effective and Efficient Masked Image Generation Models"
      Python
      •
      MIT License
      •2•35•1•0•Updated Apr 8, 2025Apr 8, 2025

    • Concat-ID-demo

      Public
      JavaScript
      •0•0•0•0•Updated Apr 8, 2025Apr 8, 2025

    • Multi-Source-GM

      Public
      Official PyTorch implementation for "A Theory for Conditional Generative Modeling on Multiple Data Sources"
      Python
      •
      MIT License
      •0•2•0•0•Updated Feb 21, 2025Feb 21, 2025

    • SMDM

      Public
      Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"
      Python
      •
      Apache License 2.0
      •29•389•6•0•Updated Dec 22, 2024Dec 22, 2024

    • MesaOpt-AR-Transformer

      Public
      [NeurIPS 2024] Official implementation for our paper "On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability".
      Python
      •
      MIT License
      •1•5•0•0•Updated Oct 25, 2024Oct 25, 2024

    • MicroDreamer

      Public
      Official implementation of "MicroDreamer: Zero-shot 3D Generation in ~20 Seconds by Score-based Iterative Reconstruction".
      Python
      •
      Apache License 2.0
      •8•122•1•0•Updated Oct 13, 2024Oct 13, 2024

    • PoseCrafter-demo

      Public
      JavaScript
      •1•1•0•0•Updated May 29, 2024May 29, 2024

    • BFN-Solver

      Public
      Official PyTorch implementation for "Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations"
      Python
      •3•41•4•0•Updated Apr 23, 2024Apr 23, 2024

    • SDE-Drag

      Public
      Official PyTorch implementation for ICLR2024 paper "The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing"
      Python
      •4•113•3•0•Updated Feb 26, 2024Feb 26, 2024

    • DPT

      Public
      Official PyTorch implementation for "Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels"
      Python
      •
      MIT License
      •3•96•2•0•Updated Jan 17, 2024Jan 17, 2024

    • SDE-Drag-demo

      Public
      HTML
      •1•0•0•1•Updated Nov 7, 2023Nov 7, 2023

    • Understanding-GDA

      Public
      [NeurIPS 2023] Official implementation for our paper "Toward Understanding Generative Data Augmentation".
      Python
      •
      MIT License
      •1•28•0•0•Updated May 30, 2023May 30, 2023

    • EGSDE

      Public
      Official implementation for "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" (NIPS 2022)
      Python
      •17•238•4•0•Updated Apr 27, 2023Apr 27, 2023

    • BigModelPapers

      Public
      A collection of some large model papers.
      1•4•0•0•Updated Mar 30, 2023Mar 30, 2023
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