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Huang, Mengqi

  1. Less-to-More Generalization: Unlocking More Controllability by In-Context Generation
    2025/04/02 by Wu, Shaojin, Huang, Mengqi, Wu, Wenxu +3 · 56 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization
    2023/05/19 by Mengqi Huang, Huang, Mengqi, Zhendong Mao +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  3. RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
    2024/03/01 by Huang, Mengqi, Mao, Zhendong, Liu, Mingcong +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning
    2025/08/26 by Shaojin Wu, Wu, Shaojin, Mengqi Huang +13 · 1 voice · 9 citations
    #cs.CV #cs.LG
  5. Revealing intrinsic domains and fluctuations of moiré magnetism by a wide-field quantum microscope
    2023/07/08 by Mengqi Huang, Zeliang Sun, Huang, Mengqi +31 · 4 citations
    Materials Science · #2D Materials and Applications #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Magnetic and transport properties of perovskites and related materials #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  6. DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation
    2023/07/01 by Zhuowei Chen, Shancheng Fang, Chen, Zhuowei +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  7. Layer-dependent magnetism and spin fluctuations in atomically thin van der Waals magnet CrPS4
    2023/08/29 by Mengqi Huang, Jazmine C. Green, Huang, Mengqi +19 · 3 citations
    Materials Science · #2D Materials and Applications #MXene and MAX Phase Materials #Graphene research and applications
  8. RealCustom++: Representing Images as Real Textual Word for Real-Time Customization
    2024/08/19 by Zhendong Mao, Mengqi Huang, Mao, Zhendong +9 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Advanced Vision and Imaging
  9. RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models
    2025/03/13 by Lin, Yijing, Huang, Mengqi, Zhuang, Shuhan +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
    2023/05/23 by Mengqi Huang, Huang, Mengqi, Zhendong Mao +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  11. VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
    2024/12/30 by Shaojin Wu, Wu, Shaojin, Fei Ding +7 · 1 voice · 2 citations
    Computer Science · #Image Retrieval and Classification Techniques
  12. UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward
    2025/09/08 by Yufeng Cheng, Cheng, Yufeng, Wei Wu +9 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  13. D2iT: Dynamic Diffusion Transformer for Accurate Image Generation
    2025/04/13 by Jia, Weinan, Mengqi Huang, Nan Chen +6 · 3 citations
    Computer Science · #Medical Image Segmentation Techniques
  14. DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization
    2025/05/04 by Wang, Wenchuan, Huang, Mengqi, Tu, Yijing +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Pro3D-Editor : A Progressive-Views Perspective for Consistent and Precise 3D Editing
    2025/05/31 by Zheng, Yang, Huang, Mengqi, Chen, Nan +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graphics (cs.GR)
  16. MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
    2025/10/21 by Jia, Weinan, Yongning Lu, Mengqi Huang +12 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Video Coding and Compression Technologies
  17. LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
    2025/07/02 by Chen, Nan, Huang, Mengqi, Meng, Yihao +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences