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Zheng, Huangjie

  1. DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
    2025/06/25 by Shansan Gong, Gong, Shansan, Ruixiang Zhang +11 · 6 voices · 74 citations
    Computer Science · #Model-Driven Software Engineering Techniques #cs.CL
  2. What If We Recaption Billions of Web Images with LLaMA-3?
    2024/06/12 by Xiangde Li, Xianhang Li, Haoqin Tu +22 · 2 voices · 17 citations
    Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
  3. Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
    2024/04/05 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 57 citations
    Physics and Astronomy · #Model Reduction and Neural Networks
  4. Normalizing Flows are Capable Generative Models
    2024/12/09 by Shuangfei Zhai, Ruixiang Zhang, Zhai, Shuangfei +18 · 2 voices · 34 citations
    Engineering · #Reservoir Engineering and Simulation Methods #cs.CV #cs.LG
  5. Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models
    2023/04/25 by Wang, Zhendong, Jiang, Yifan, Zheng, Huangjie +5 · 27 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Diffusion-GAN: Training GANs with Diffusion
    2022/06/05 by Wang, Zhendong, Zheng, Huangjie, He, Pengcheng +2 · 20 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond
    2023/04/11 by Mohammadreza Armandpour, Ali Sadeghian, Armandpour, Mohammadreza +7 · 11 citations
    Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques
  8. CARD: Classification and Regression Diffusion Models
    2022/06/15 by Han, Xizewen, Zheng, Huangjie, Zhou, Mingyuan · 9 citations
    #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  9. DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
    2023/03/13 by Wang, Zhixin, Zhang, Xiaoyun, Zhang, Ziying +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
    2024/10/19 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
    2025/10/01 by Huangjie Zheng, Shansan Gong, Zheng, Huangjie +13 · 1 voice · 8 citations
    Physics and Astronomy · Computer Science · #Opinion Dynamics and Social Influence #Advanced Statistical Modeling Techniques
  12. POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models
    2023/04/29 by Tanwisuth, Korawat, Zhang, Shujian, Zheng, Huangjie +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Class-Balancing Diffusion Models
    2023/04/30 by Yiming Qin, Qin, Yiming, Huangjie Zheng +7 · 5 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
  14. STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
    2025/06/06 by Gu, Jiatao, Chen, Tianrong, Berthelot, David +7 · 15 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
    2024/06/03 by Mingyuan Zhou, Zhou, Mingyuan, Zhendong Wang +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Analysis and Summarization
  16. A Prototype-Oriented Framework for Unsupervised Domain Adaptation
    2021/10/22 by Tanwisuth, Korawat, Fan, Xinjie, Zheng, Huangjie +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Alignment Attention by Matching Key and Query Distributions
    2021/10/25 by Zhang, Shujian, Fan, Xinjie, Zheng, Huangjie +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
    2025/07/24 by Hong, Feng, Yu, Geng, Ye, Yushi +5 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows
    2025/07/01 by Zhang, Ruixiang, Zhai, Shuangfei, Gu, Jiatao +6 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. A Behavior Regularized Implicit Policy for Offline Reinforcement Learning
    2022/02/19 by Yang, Shentao, Wang, Zhendong, Zheng, Huangjie +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Beta Diffusion
    2023/09/14 by Zhou, Mingyuan, Chen, Tianqi, Wang, Zhendong +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  22. Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
    2023/10/10 by Zheng, Huangjie, Wang, Zhendong, Yuan, Jianbo +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders
    2022/02/19 by Zheng, Huangjie, He, Pengcheng, Chen, Weizhu +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)